diff --git a/.flake8 b/.flake8 new file mode 100644 index 0000000..e6806a0 --- /dev/null +++ b/.flake8 @@ -0,0 +1,10 @@ +[flake8] +select = B,B9,C,D,DAR,E,F,N,RST,S,W +ignore = E203,E501,RST201,RST203,RST301,W503,D205,D415,S101,RST304 +max-line-length = 100 +max-complexity = 10 +docstring-convention = google +per-file-ignores = tests/*:S101,F401,F811 +rst-roles = class,const,func,meth,mod,ref +rst-directives = deprecated +# exclude = tests/* diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..6c321c8 --- /dev/null +++ b/.gitattributes @@ -0,0 +1 @@ +lib/*.so filter=lfs diff=lfs merge=lfs -text diff --git a/.github/ISSUE_TEMPLATE/bug-report---feature-request.md b/.github/ISSUE_TEMPLATE/bug-report---feature-request.md new file mode 100644 index 0000000..4f62654 --- /dev/null +++ b/.github/ISSUE_TEMPLATE/bug-report---feature-request.md @@ -0,0 +1,35 @@ +--- +name: Bug Report / Feature Request +about: Bug Report / Feature Request +title: '' +labels: '' +assignees: '' + +--- + +# Bug Report + +**IMPORTANT** +If your bug involves a specific DSS file, please ZIP it and attach the ZIP archive to your issue. + +## Description +A clear and concise description of what the bug is. + +## Steps to Reproduce +1. **Environment** + - Python version: e.g. `3.9.12` + - Package version: e.g. `hecdss==0.1.10` + - Operating System: e.g. Windows 10, macOS 12 +2. **Script** + ```python + from hecdss import HecDss + + with HecDss.open("file") as dss: + ts=dss.get("path") +3.**DSS file** +Attach DSS file. + +Note: GitHub strips large binaries, so always ZIP before attaching. + +Additional Context +Add any other context about the problem here (logs, screenshots, etc.). diff --git a/.github/workflows/publish-to-test-pypi.yml b/.github/workflows/publish-to-test-pypi.yml new file mode 100644 index 0000000..75f5d88 --- /dev/null +++ b/.github/workflows/publish-to-test-pypi.yml @@ -0,0 +1,212 @@ +name: Deployment + +# The deployment workflow should only run when changes are merged into the `main` branch. +# Since a branch protection rule prevents directly pushing to `main` this workflow will +# only run on a successful merge request. +on: + push: + branches: + - main + + # Allow the workflow to be manually triggered from the Actions tab. + workflow_dispatch: + +jobs: + # Build and test the distribution before deploying to the various platforms. This allows + # us to store the build artifacts and reuse them in the deployment jobs below. + build: + name: Build Distribution + runs-on: ubuntu-latest + + needs: [testing] + steps: + - uses: actions/checkout@v4 + + - name: Set Up Python + uses: actions/setup-python@v5 + with: + python-version: '3.x' + +# - name: Install Poetry +# uses: abatilo/actions-poetry@v3 +# +# - name: Cache Virtual Environment +# uses: actions/cache@v4 +# with: +# path: ./.venv +# key: venv-${{ hashFiles('poetry.lock') }} +# +# - name: Install Dependencies +# run: poetry install + + # The tests should have already been run in the testing workflow, but we run them + # again here to make sure that we do not deploy a broken distribution. +# - name: Run Tests +# run: poetry run pytest tests/ + + # Once the tests have passsed we can build the distribution and store it, so it can + # be accessed in the jobs below. +# - name: Build Distribution +# run: poetry build +# +# - name: Store Distribution +# uses: actions/upload-artifact@v4 +# with: +# name: package-dist +# path: dist/ + - name: Install requests + run: pip install requests + + - name: add dll + run: python3 src/hecdss/download_hecdss.py + + - name: Install pypa/build + run: >- + python3 -m + pip install + build + --user + - name: Build a binary wheel and a source tarball + run: python3 -m build + - name: Store the distribution packages + uses: actions/upload-artifact@v4 + with: + name: package-dist + path: dist/ + + testing: + name: testing HECDSS functions + runs-on: ${{ matrix.os }} + + strategy: + matrix: + os: [ubuntu-latest, windows-latest] + steps: + - name: Checkout code + uses: actions/checkout@v4 + + - name: Install requests + run: pip install requests + + - name: add dll + run: python3 src/hecdss/download_hecdss.py + + - name: Install Packages + run: pip install pytest + + - name: Install numpy + run: pip install numpy + + - name: Install tzdata (Python) + run: pip install tzdata + + - name: Run tests + run: pytest tests/ + + # The development distribution is a snapshot of the package and is deployed each time + # changes are merged into the main branch. + deploy-dev: + name: Publish Development Distribution + runs-on: ubuntu-latest + + # The distribution will only be published if the tests have passed. + needs: + - build + - testing + + # Set up the environment for trusted publishing on PyPI. + environment: + name: development + url: https://test.pypi.org/p/hecdss + + permissions: + id-token: write # IMPORTANT: mandatory for trusted publishing + + steps: + - name: Download Distribution + uses: actions/download-artifact@v4 + with: + name: package-dist + path: dist/ + + - name: Publish Distribution To Test PyPI + uses: pypa/gh-action-pypi-publish@release/v1 + with: + repository-url: https://test.pypi.org/legacy/ + + # The release distribution is published whenever a tagged branch is merged into the main + # branch. + deploy-release: + name: Publish Release Distribution + runs-on: ubuntu-latest + + # Require a tag push to publish a release distribution. +# if: > +# startsWith(github.ref, 'refs/tags/') +# || (github.event_name == 'workflow_dispatch' && github.event.inputs.tag_name != '') + + # The distribution will only be published if the tests have passed. + needs: + - build + - testing + + # Set up the environment for trusted publishing on PyPI. + environment: + name: release + url: https://pypi.org/p/hecdss + + permissions: + id-token: write # IMPORTANT: mandatory for trusted publishing + + steps: + - name: Download Distribution + uses: actions/download-artifact@v4 + with: + name: package-dist + path: dist/ + + - name: Publish Distribution To PyPI + uses: pypa/gh-action-pypi-publish@release/v1 + + # Upload a GitHub release whenever a release distribution is published. + github-release: + name: Create Signed GitHub Release + runs-on: ubuntu-latest + + # GitHub releases are only uploaded for release (tagged) distributions. + needs: + - deploy-release + - build + + permissions: + contents: write # IMPORTANT: mandatory for making GitHub Releases + id-token: write # IMPORTANT: mandatory for sigstore + + steps: + - name: Download Distribution + uses: actions/download-artifact@v4 + with: + name: package-dist + path: dist/ + + - name: Sign Distribution + uses: sigstore/gh-action-sigstore-python@v2.1.1 + with: + inputs: | + ./dist/*.tar.gz + ./dist/*.whl + + - name: Create GitHub Release + env: + GITHUB_TOKEN: ${{ github.token }} + run: | + gh release create '${{ github.ref_name }}' \ + --repo '${{ github.repository }}' \ + --notes "" + + - name: Upload GitHub Release + env: + GITHUB_TOKEN: ${{ github.token }} + run: |- + gh release upload '${{ github.ref_name }}' dist/** \ + --repo '${{ github.repository }}' diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml new file mode 100644 index 0000000..071a892 --- /dev/null +++ b/.github/workflows/test.yml @@ -0,0 +1,43 @@ +name: Test + +on: + pull_request: + types: [opened, edited, synchronize] + + # Allow the workflow to be manually triggered from the Actions tab. + workflow_dispatch: + +jobs: + testing: + name: testing HECDSS functions + runs-on: ${{ matrix.os }} + + strategy: + matrix: + os: [ubuntu-latest, windows-latest] + steps: + - name: Set Up Python + uses: actions/setup-python@v5 + with: + python-version: '3.x' + + - name: Checkout code + uses: actions/checkout@v4 + + # On all platforms install the PyPI tzdata distribution + # (stdlib zoneinfo will auto‐pick it up; the backport will too) + - name: Install tzdata (Python) + run: pip install tzdata + + - name: Install runtime dependencies + run: | + pip install requests + pip install numpy + pip install pytest + + - name: add dll + run: python3 src/hecdss/download_hecdss.py + + - name: Run tests + run: pytest tests + diff --git a/.github/workflows/update-version.yml b/.github/workflows/update-version.yml new file mode 100644 index 0000000..e467d21 --- /dev/null +++ b/.github/workflows/update-version.yml @@ -0,0 +1,45 @@ +name: update-version + +# The deployment workflow should only run when changes are merged into the `main` branch. +# Since a branch protection rule prevents directly pushing to `main` this workflow will +# only run on a successful merge request. +on: + # Allow the workflow to be manually triggered from the Actions tab. + workflow_dispatch: + inputs: + tag_name: + description: 'If you want to update the version and release, type an existing or new version tag (eg. 1.2.0)' + required: false + default: '' + +jobs: + + update-version: + name: Update Version + runs-on: ubuntu-latest + if: ${{ github.event_name == 'workflow_dispatch' && github.event.inputs.tag_name != '' }} + steps: + - uses: actions/checkout@v4 + + - name: Set up Python + uses: actions/setup-python@v5 + with: + python-version: '3.x' + + - name: Update version in pyproject.toml + run: | + sed -i "s/^version = .*/version = \"${{ github.event.inputs.tag_name }}\"/" pyproject.toml + + - name: Update version in setup.cfg + run: | + sed -i "s/^version = .*/version = ${{ github.event.inputs.tag_name }}/" setup.cfg + + - name: Commit and push version update + run: | + git config user.name "github-actions[bot]" + git config user.email "github-actions[bot]@users.noreply.github.com" + git add pyproject.toml setup.cfg + git commit -m "chore: update version to ${{ github.event.inputs.tag_name }}" + git push + env: + GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} \ No newline at end of file diff --git a/.gitignore b/.gitignore index 76da001..f93f57e 100644 --- a/.gitignore +++ b/.gitignore @@ -1 +1,16 @@ -__pycache__/** +.mypy_cache/ +# /.coverage +# /.coverage.* +# /.nox/ +/.python-version +/.pytype/ +/dist/ +# /docs/_build/ +/src/*.egg-info/ +__pycache__/ +.vscode +tests/data/**/tmp/* +hecdss.dll +libhecdss.so +.idea +.ipynb_checkpoints diff --git a/INTENT.md b/INTENT.md new file mode 100644 index 0000000..f1c98d3 --- /dev/null +++ b/INTENT.md @@ -0,0 +1,9 @@ + + +Licensing Intent + +The intent is that this software and documentation ("Project") should be treated as if it is licensed under the license associated with the Project ("License") in the LICENSE.md file. However, because we are part of the United States (U.S.) Federal Government, it is not that simple. + +The portions of this Project written by United States (U.S.) Federal government employees within the scope of their federal employment are ineligible for copyright protection in the U.S.; this is generally understood to mean that these portions of the Project are placed in the public domain. + +In countries where copyright protection is available (which does not include the U.S.), contributions made by U.S. Federal government employees are released under the License. Merged contributions from private contributors are released under the License diff --git a/LICENSE b/LICENSE.md similarity index 100% rename from LICENSE rename to LICENSE.md diff --git a/MANIFEST.in b/MANIFEST.in new file mode 100644 index 0000000..28e3353 --- /dev/null +++ b/MANIFEST.in @@ -0,0 +1 @@ +recursive-include src * \ No newline at end of file diff --git a/Readme.md b/Readme.md index 7ca7444..d781322 100644 --- a/Readme.md +++ b/Readme.md @@ -1,25 +1,160 @@ # HEC-DSS Python Wrapper -This repository contains a Python wrapper for the HEC-DSS file database C library. The provided DLL (`hecdss.dll` on Windows and `hecdss.so` on Linux) enables interaction with HEC-DSS files while abstracting memory management between Python and C. +This repository contains a Python package for working with HEC-DSS files. -## Background +Read about HEC-DSS [here.](https://www.hec.usace.army.mil/software/hec-dss/) + +## Installation + +To install `hecdss`, use the following command: +```bash +pip install hecdss +``` +## API full documentation + +[API Documentation](https://hydrologicengineeringcenter.github.io/hec-dss-python/) + +### DSS file methods +1. `HecDss(file_path: str)`: Opens a DSS file located at the provided file path. + +2. `get(record_path: str)`: Retrieves the record data from the currently opened DSS file of the designated path. + +3. `put(new_record: recordType)`: Stores recordType object to the DSS file at designated path. + +4. `close()`: Closes the currently opened DSS file. + +### Catalog object methods +1. `get_catalog()`: Retrieves the catalog of all paths stored in the Dss file. + - `rawCatalog` - list of records within the Dss file. + - `rawRecordtypes` - list of record types within the Dss file. + +## Supported Data Types + +### Regular TimeSeries Data +- **Stored object in Python**: Regular Timeseries data is stored as 2 arrays of values and times/interval and startdate. +- **Attributes**: The TimeSeries object has the following attributes: + - `start_date`: The start date of the time series data. + - `times`: The times of the time series data. + - `values`: The values of the time series data. + - `interval`: The interval of the time series data. + - `data_type`: the dss data type ("PER-AVER","PER-CUM", "INST-VAL", "INST-CUM", .. ) + - `units`: The units of the time series data. + - `id`: The Path of the time series data. + +```python +# example working with time-series data +from hecdss import HecDss + +# Open a DSS file +file_path = "example.dss" +with HecDss(file_path) as dss: +# Retrieve and print data + data_path = "/example/data/////" + data = dss.get(data_path) + print(data) + data.values = data.values * 2 + # Save changes to DSS file + dss.put(data_path) +``` + +### Irregular TimeSeries Data +- **Stored object in Python**: Irregular Timeseries data is stored as 2 arrays of values and times. +- **Attributes**: The TimeSeries object has the following attributes: + - `times`: The times of the time series data. + - `values`: The values of the time series data. + - `units`: The units of the time series data. + - `data_type`: the dss data type ('INST-VAL', 'INST-CUM') + - `data`: The time series data. + - `id`: The Path of the time series data. + + +### Paired Data +- **Stored object in Python**: Paired data stored as aa (x, y) where y could be stored as a 2d numpy matrix. +- **Attributes**: The PairedData object has the following attributes: + - `ordinates`: The x values of the paired data + - `values`: y values of the paired data stored as 2d numpy array. + - `labels`: The labels of the paired data. + - `id`: The Path of the paired data. + +### Gridded Data +- **Stored object in Python**: A 2d matrix stored as a numpy 2d object. +- **Attributes**: The GriddedData object has the following attributes: + - `data`: The data of the gridded data object. + - `id`: The Path of the gridded data. + + +### Array Data +- * Supports storing and reading arrays of integers, floats, or doubles. +- * Arrays are managed with ArrayContainer + +```python + # Example working with an array + with HecDss("my-dss-file.dss") as dss: + print(f" record_count = {dss.record_count()}") + array_ints = ArrayContainer.create_float_array([1.0, 3.0, 5.0, 7.0]) + array_ints.id = "/test/float-array/redshift////" + dss.put(array_ints) + print(f"record_type = {dss.get_record_type(array_ints.id)}") + read_array = dss.get(array_ints.id) +``` + + + + + +### This libray is built using the API for future versions of HEC-DSS + +This library uses (`hecdss.dll` on Windows and `libhecdss.so` on Unix/Linux). hecdss.dll is the API being used for new development with HEC-DSS. For example a companion project https://github.com/HydrologicEngineeringCenter/hec-dss-dotnet is a .net library that uses hecdss.dll. This library is loosely coupled to HEC-DSS source code (Fortran and C) + +## Developer Setup + +1. Clone this repository to your local machine. +2. Place the appropriate `hecdss.dll` or `hecdss.so` file for your platform in the repository's src/hecdss/lib directory. + 1. One option is to download it from provided link [hecdss.dll](https://github.com/HydrologicEngineeringCenter/hec-dss-python/releases/download/v0.0.1-alpha/hecdss.dll) + 2. Second option is to run the following python script in the repository directory: + ``` + python src\hec-dss-python\download_hecdss.py + ``` +3. from the repo directory (hec-dss-python) + ``` + python tests\test_basics.py + ``` + + +## Message Levels + +Message levels can be set using `set_global_debug_level` or `set_debug_level`, for example: + +```python +from hecdss import HecDss +mlvl: int = 4 +HecDss.set_global_debug_level(mlvl) +``` + +Common levels are described in the documentation for the `mlvl` parameter of the `zset` utility function from the [HEC-DSS Programmers Guide for C](https://www.hec.usace.army.mil/confluence/dssdocs/dsscprogrammer) + +Additional levels are described in the heclib source code C headers in [zdssMessages.h](https://github.com/HydrologicEngineeringCenter/hec-dss/blob/master/heclib/heclib_c/src/headers/zdssMessages.h) + + +## how to generate documentation + +pdoc -o docs -d google --no-show-source .\src -The HEC-DSS file database is a widely used data storage format for hydrological and environmental data. This repository provides a Python interface to interact with the HEC-DSS files using the provided C DLL. The primary goal is to enable Python applications to read data from and write data to HEC-DSS files. ## Design These are the driving design ideas and goals of the hec-dss-python project (subject to updates) -| Feature | What | Why | -| ------------- |-------------| -----| -| hecdss.dll/libhecdss.so | cross platform (Linux,Windows,Mac), cross language ([.net](https://github.com/HydrologicEngineeringCenter/hec-dss-dotnet), [Python](https://github.com/HydrologicEngineeringCenter/hec-dss-python]), Java) essential API |decouple from underlying HEC-DSS Fortran/C Library (allow future DSS versions without C and Fortran backend) | -| Support only DSS 7 | encourage migration from version 6 | HEC is moving to DSS version 7 in 2023-2024. | -|Easy transition from Jython|HEC products use an existing [Java/Jython API](https://www.hec.usace.army.mil/confluence/dssdocs/dssvueum/scripting/reading-and-writing-to-hec-dss-files). We will loosely follow that design | simplify porting from Jython| -| hec_dss_native.py | native binding layer | isolate interactions with low level library(if performance is an issue this Ctypes layer can be replaced ) | -| hec_dss.py | Programmer entry point ; Python API | Hides interactions with hec_dss_native, seek to be simple user experience| -|catalog.py|manage list of DSS objects (catalog) |create condensed catalog perspective| -|Pandas_Series_Utilities.py [future](https://github.com/HydrologicEngineeringCenter/hec-dss-python/issues/8) |NumPy/pandas support |provide features such as dataframes, separate from hec-dss.py; can be developed by different/parallel developers| -|Easy to get started |nothing to install, just copy python files and shared library |require minimal privileges to install| +| Feature | What | Why | +| ------------- |-------------|------------------------------------------------------------------------------------------------------------------| +| hecdss.dll/libhecdss.so | cross platform (Linux,Windows,Mac), cross language ([.net](https://github.com/HydrologicEngineeringCenter/hec-dss-dotnet), [Python](https://github.com/HydrologicEngineeringCenter/hec-dss-python]), Java) essential API | decouple from underlying HEC-DSS Fortran/C Library (allow future DSS versions without C and Fortran backend) | +| Support only DSS 7 | encourage migration from version 6 | HEC stopped DSS version 6 support July 31,2024. | +|Easy transition from Jython|HEC products use an existing [Java/Jython API](https://www.hec.usace.army.mil/confluence/dssdocs/dssvueum/scripting/reading-and-writing-to-hec-dss-files). We will loosely follow that design | simplify porting from Jython | +| hec_dss_native.py | native binding layer | isolate interactions with low level library(if performance is an issue this Ctypes layer can be replaced ) | +| hec_dss.py | Programmer entry point ; Python API | Hides interactions with hec_dss_native, seek to be simple user experience | +|catalog.py|manage list of DSS objects (catalog) | create condensed catalog perspective | +|Pandas_Series_Utilities.py [future](https://github.com/HydrologicEngineeringCenter/hec-dss-python/issues/8) |NumPy/pandas support | provide features such as dataframes, separate from hec-dss.py; can be developed by different/parallel developers | +|Easy to get started |nothing to install, just copy python files and shared library | require minimal privileges to install | ## Features @@ -31,10 +166,6 @@ These are the driving design ideas and goals of the hec-dss-python project (subj - Language-agnostic approach similar to the .NET implementation ([hec-dss-dotnet](https://github.com/HydrologicEngineeringCenter/hec-dss-dotnet)). - No package installation required because the library is using python-ctypes to interact with the DLL. -## Getting Started - -1. Clone this repository to your local machine. -2. Place the appropriate `hecdss.dll` or `hecdss.so` file for your platform in the repository's root directory. ## Contributing diff --git a/attic/HecDss.py b/attic/HecDss.py deleted file mode 100644 index 95faea2..0000000 --- a/attic/HecDss.py +++ /dev/null @@ -1,95 +0,0 @@ -import ctypes - - -DLL_PATH=r"C:\project\hec-dss\heclib\hecdss\x64\Release\hecdss.dll" - -class HecDss: - - #def init(): - def open(self,dss_filename, check=False): - self.dss_dll = ctypes.cdll.LoadLibrary(DLL_PATH) - prototype_hec_dss_open = ctypes.CFUNCTYPE(ctypes.c_int, ctypes.c_char_p, ctypes.POINTER(ctypes.c_void_p)) - hec_dss_open = prototype_hec_dss_open(("hec_dss_open", self.dss_dll)) - self.handle = ctypes.c_void_p() - result = hec_dss_open(dss_filename.encode('utf-8'), ctypes.byref(self.handle)) - if check: - # Check the result to see if the function call was successful - if result == 0: - print("hec_dss_open succeeded!") - # Now you can use dss_file_ptr to access the struct or pass it to other functions as needed. - else: - print("hec_dss_open failed with error code:", result) - - def close(self,): - dss_f = self.dss_dll.hec_dss_close - #dss_f.argtypes = [self.handle] - dss_f.argtypes = [ctypes.c_void_p()] - dss_f.restype = ctypes.c_int - - return dss_f(self.handle) - - def record_count(self): - dss_f = self.dss_dll.hec_dss_record_count - dss_f.argtypes = [ctypes.c_void_p()] - dss_f.restype = ctypes.c_int - - return dss_f(self.handle) - - - def read_timeseries(self,path,outputFile,startDate,startTime,endDate,endTime): - - self.dss_dll.hec_dss_export_to_file.argtypes = [ - ctypes.c_void_p(), # dss) - ctypes.c_char_p, # path - ctypes.c_char_p, # outputFile - ctypes.c_char_p, # startDate - ctypes.c_char_p, # startTime - ctypes.c_char_p, # endDate - ctypes.c_char_p # endTime - ] - self.dss_dll.hec_dss_export_to_file.restype = ctypes.c_int - - result = self.dss_dll.hec_dss_export_to_file(self.handle,path, outputFile, startDate, startTime, endDate, endTime) - - - def get_sizes(self): - self.dss_dll.hec_dss_tsGetSizes.argtypes = [ ctypes.c_void_p, ctypes.c_char_p, ctypes.c_char_p, ctypes.c_char_p, ctypes.c_char_p, ctypes.c_char_p, ctypes.POINTER(ctypes.c_int), ctypes.POINTER(ctypes.c_int) ] - self.dss_dll.hec_dss_tsGetSizes.restype = ctypes.c_int - - numberValues = ctypes.c_int() - qualityElementSize = ctypes.c_int() - - - - result = self.dss_dll.hec_dss_tsGetSizes(self.handle, pathname, - startDate, startTime, - endDate, endTime, - ctypes.byref(numberValues), - ctypes.byref(qualityElementSize)) - - import pdb;pdb.set_trace() - - if result == 0: - print("Function call successful:") - print("Number of values:", numberValues.value) - print("Quality element size:", qualityElementSize.value) - return [ctypes.byref(numberValues), ctypes.byref(qualityElevmentSize)] - else: - print("Function call failed with result:", result) - return [0,0] - - - -ppp = b"/AMERICAN/FOLSOM/FLOW-RES IN/01JAN2006/1Day/OBS/" -sd = b"12MAR2006" -ed = b"05APR2006" -st = b"1200" -et = b"1200" -dss = HecDss() -outputFile=b"output.txt" - -dss.open("sample7.dss") -nnn = dss.record_count() -print ("record count = "+str(nnn)) -ttt = dss.read_timeseries(ppp,outputFile,sd,st,ed,et) -dss.close() \ No newline at end of file diff --git a/catalog.py b/catalog.py deleted file mode 100644 index f29177b..0000000 --- a/catalog.py +++ /dev/null @@ -1,63 +0,0 @@ -from record_type import RecordType -from dsspath import DssPath -from datetime import datetime - -class Catalog: - """manage list of objects inside a DSS database""" - def __init__(self, items, recordTypes): - self.rawCatalog = items - self.rawRecordTypes = recordTypes - self.timeSeriesDictNoDates = {} # key is path without date, value is a list dates - self.recordTypeDict = {} # key is path w/o date, value is recordType - self.__create_condensed_catalog() - - def __create_condensed_catalog(self): - """ - condensed catalog combines time-series records into a single condensed path - other record types are not condensed. - time-series records must match all parts except the D (date) part to be combined. - """ - self.items = [] - for i in range(len(self.rawCatalog)): - rawPath = self.rawCatalog[i] - recordType = RecordType.RecordTypeFromInt(self.rawRecordTypes[i]) - path = DssPath(rawPath,recordType) - cleanPath = str(path.pathWithoutDate()) - self.recordTypeDict[cleanPath] = recordType - # if timeseries - accumulate dates within a dataset - if path.isTimeSeries(): - tsRecords = self.timeSeriesDictNoDates.setdefault(cleanPath,[]) - t = datetime.strptime(path.D,"%d%b%Y") - tsRecords.append(t) - else: - # add NON time-series to list (nothing else needed) - self.items.append(path) - - # go through each timeSeriesDictNoDates, and sort each list of dates - # use first and last to create the condensed path - for key in self.timeSeriesDictNoDates: - dateList = sorted(self.timeSeriesDictNoDates[key]) - condensedDpart = dateList[0].strftime("%d%b%Y") - if len(dateList) >1: - condensedDpart +="-"+ dateList[-1].strftime("%d%b%Y") - # insert condensed D part into path used as key - rt = self.recordTypeDict[key] - p = DssPath(key,rt) - p.D = condensedDpart - self.items.append(p) - - def print(self): - for ds in self.items: - print(ds) - - def __iter__(self): - self.index = 0 # Initialize the index to 0 - return self - - def __next__(self): - if self.index < len(self.items): - result = self.items[self.index] - self.index += 1 - return result - else: - raise StopIteration diff --git a/dateconverter.py b/dateconverter.py deleted file mode 100644 index 4a44299..0000000 --- a/dateconverter.py +++ /dev/null @@ -1,56 +0,0 @@ -from datetime import datetime, timedelta, time - -class DateConverter: - - - @staticmethod - def dss_datetime_from_string(dt): - """ - convert python datetime to DSS 24:00 style string - 2023-08-25 09:32:46.832952 -> 25Aug2023 09:23:47 - 2023-08-25 00:00:00.0000000 -> 24Aug2023 24:00 - 2023-08-25 00:10:00.0000000 -> 25Aug2023 00:10 - """ - if dt.time() == time(0, 0, 0, 0): # midnight - # subract one day - dtm1 = dt - timedelta(days=1) - dtstr= dtm1.strftime('%d%b%Y 24:00') - else: - dtstr = dt.strftime('%d%b%Y %H:%M') - - return dtstr[:9],dtstr[-5:] - - - @staticmethod - def date_times_from_julian_array(times_julian, time_granularity_seconds, julian_base_date): - """" - convert from DSS integer datetime array to python datetime array - """ - if times_julian is None: - raise ValueError("Time Series Times array was None. Something didn't work right in DSS.") - - times = [] - for t in times_julian: - baseDateTime =datetime(1900,1,1)- timedelta(days=1) #datetime.fromtimestamp(julian_base_date) - delta = 0 - if time_granularity_seconds == 60: # 60 seconds per minute - delta =timedelta(minutes=t) - if time_granularity_seconds == 3600: # 600 seconds per hour - delta =timedelta(hours=t) - if time_granularity_seconds == 86400: # 86400 seconds per day - delta =timedelta(days=t) - - times.append(baseDateTime+delta) - - return times - - - -if __name__ == "__main__": - dt = datetime.today() - x = DateConverter.dss_datetime_from_string(dt) - print(x) - midnight = datetime(2023,8,3,0,0,0) - x = DateConverter.dss_datetime_from_string(midnight) - print(x) - diff --git a/docs/hecdss.html b/docs/hecdss.html new file mode 100644 index 0000000..3c35dbc --- /dev/null +++ b/docs/hecdss.html @@ -0,0 +1,245 @@ + + + + + + + hecdss API documentation + + + + + + + + + +
+
+

+hecdss

+ + + + + +
+
+ + \ No newline at end of file diff --git a/docs/hecdss/array_container.html b/docs/hecdss/array_container.html new file mode 100644 index 0000000..9fc04cb --- /dev/null +++ b/docs/hecdss/array_container.html @@ -0,0 +1,329 @@ + + + + + + + hecdss.array_container API documentation + + + + + + + + + +
+
+

+hecdss.array_container

+ + + + + +
+
+
+ + class + ArrayContainer: + + +
+ + + + +
+
+ id + + +
+ + + + +
+
+
+ int_values + + +
+ + + + +
+
+
+ float_values + + +
+ + + + +
+
+
+ double_values + + +
+ + + + +
+
+
+
@staticmethod
+ + def + create_array_container( int_values: List[int] = [], float_values: List[float] = [], double_values: List[float] = [], path=None): + + +
+ + + + +
+
+
+ + \ No newline at end of file diff --git a/docs/hecdss/catalog.html b/docs/hecdss/catalog.html new file mode 100644 index 0000000..d74cd3d --- /dev/null +++ b/docs/hecdss/catalog.html @@ -0,0 +1,375 @@ + + + + + + + hecdss.catalog API documentation + + + + + + + + + +
+
+

+hecdss.catalog

+ + + + + +
+
+
+ + class + Catalog: + + +
+ + +

manage list of objects inside a DSS database

+
+ + +
+
+ + Catalog(uncondensed_paths, recordTypes) + + +
+ + + + +
+
+
+ uncondensed_paths + + +
+ + + + +
+
+
+ rawRecordTypes + + +
+ + + + +
+
+
+ timeSeriesDictNoDates + + +
+ + + + +
+
+
+ recordTypeDict + + +
+ + + + +
+
+
+ + def + get_record_type(self, pathname): + + +
+ + +

gets the record type for a given path

+ +
Arguments:
+ +
    +
  • pathname (str): dss pathname
    • +
+ +
Returns:
+ +
+

RecordType: the record type hecdss.RecordType of DSS data stored in this pathname

+
+
+ + +
+
+
+ + def + print(self): + + +
+ + + + +
+
+
+ + \ No newline at end of file diff --git a/docs/hecdss/cwms_utility.html b/docs/hecdss/cwms_utility.html new file mode 100644 index 0000000..47660eb --- /dev/null +++ b/docs/hecdss/cwms_utility.html @@ -0,0 +1,383 @@ + + + + + + + hecdss.cwms_utility API documentation + + + + + + + + + +
+
+

+hecdss.cwms_utility

+ + + + + +
+
+
+ + class + CwmsUtility: + + +
+ + + + +
+
+ CWMS_DSS_INTERVAL_MAP = + + {'1Minute': '1Minute', '2Minutes': '2Minute', '3Minutes': '3Minute', '4Minutes': '4Minute', '5Minutes': '5Minute', '6Minutes': '6Minute', '12Minutes': '12Minute', '15Minutes': '15Minute', '20Minutes': '20Minute', '30Minutes': '30Minute', '1Hour': '1Hour', '2Hours': '2Hour', '3Hours': '3Hour', '4Hours': '4Hour', '6Hours': '6Hour', '8Hours': '8Hour', '12Hours': '12Hour', '1Day': '1Day', '1Week': '1Week', '1Month': '1Month', '1Year': '1Year', '0': 'Ir-Month'} + + +
+ + + + +
+
+
+ DSS_CWMS_INTERVAL_MAP = + + {'1minute': '1Minute', '2minute': '2Minutes', '3minute': '3Minutes', '4minute': '4Minutes', '5minute': '5Minutes', '6minute': '6Minutes', '12minute': '12Minutes', '15minute': '15Minutes', '20minute': '20Minutes', '30minute': '30Minutes', '1hour': '1Hour', '2hour': '2Hours', '3hour': '3Hours', '4hour': '4Hours', '6hour': '6Hours', '8hour': '8Hours', '12hour': '12Hours', '1day': '1Day', '1week': '1Week', '1month': '1Month', '1year': '1Year', 'ir-month': '0', 'ir-day': '0', 'ir-year': '0', 'ir-decade': '0', 'ir-century': '0'} + + +
+ + + + +
+
+
+
@staticmethod
+ + def + get_cwms_parameter_type(dss_type: hecdss.dss_type.DssType): + + +
+ + + + +
+
+
+
@staticmethod
+ + def + pathname_to_cwms_tsid(path, dss_type='', duration='0', strict=False): + + +
+ + +

pathname is a dsspath name. Example: /TULA//Flow//1Hour/Ccp-Rev/ +type is

+ +

returns CWMS convention time-series-id +[Location]-[sub-location].[Parameter]-[sub-parameter].[Type].[Interval].[Duration].[Version]

+
+ + +
+
+
+
@staticmethod
+ + def + cwms_ts_id_to_dss_path(ts_id: str) -> hecdss.dsspath.DssPath: + + +
+ + +

convert cwms time-series id to a dss path +example input: +"NORK-Norton-Prairie_Dog.Stage.Inst.15Minutes.0.nwklrgs-raw" +example output: +"//NORK-Norton-Prairie_Dog/Stage/01Apr2024/15Minute/nwklrgs-raw/"

+
+ + +
+
+
+
@staticmethod
+ + def + dss_data_type_from_cwms_tsid(cwms_tsid) -> str: + + +
+ + +

takes an input id such as 'TULA.Flow.Inst.1Hour.0.Ccp-Rev' +and returns the DSS DataType 'INST-VAL' in this example

+ +
Parameters
+ +
    +
  • cwms_tsid: input time-series identifier
    • +
+ +
Returns
+ +
+

string representing a dss data type

+
+
+ + +
+
+
+ + \ No newline at end of file diff --git a/docs/hecdss/dateconverter.html b/docs/hecdss/dateconverter.html new file mode 100644 index 0000000..b81945a --- /dev/null +++ b/docs/hecdss/dateconverter.html @@ -0,0 +1,372 @@ + + + + + + + hecdss.dateconverter API documentation + + + + + + + + + +
+
+

+hecdss.dateconverter

+ + + + + +
+
+
+ + class + DateConverter: + + +
+ + + + +
+
+
@staticmethod
+ + def + dss_datetime_strings_from_datetime(dt: datetime.datetime): + + +
+ + +

convert python datetime to DSS 24:00 style string +2023-08-25 09:32:46.832952 -> 25Aug2023 09:23:47 +2023-08-25 00:00:00.0000000 -> 24Aug2023 24:00 +2023-08-25 00:10:00.0000000 -> 25Aug2023 00:10

+
+ + +
+
+
+
@staticmethod
+ + def + date_time_from_julian_second(time_julian, seconds_julian): + + +
+ + +

" +convert from DSS integer datetime to python datetime array

+
+ + +
+
+
+
@staticmethod
+ + def + date_times_from_julian_array(times_julian, time_granularity_seconds, julian_base_date): + + +
+ + +

" +convert from DSS integer datetime array to python datetime array

+
+ + +
+
+
+
@staticmethod
+ + def + julian_array_from_date_times( date_times, time_granularity_seconds=60, start_date_base=datetime.datetime(1900, 1, 1, 0, 0)): + + +
+ + +

" +convert from DSS integer datetime array to python datetime array

+
+ + +
+
+
+
@staticmethod
+ + def + intervalString_to_sec(interval): + + +
+ + + + +
+
+
+
@staticmethod
+ + def + sec_to_intervalString(seconds: int): + + +
+ + + + +
+
+
+ + \ No newline at end of file diff --git a/docs/hecdss/download_hecdss.html b/docs/hecdss/download_hecdss.html new file mode 100644 index 0000000..db44f8f --- /dev/null +++ b/docs/hecdss/download_hecdss.html @@ -0,0 +1,327 @@ + + + + + + + hecdss.download_hecdss API documentation + + + + + + + + + +
+
+

+hecdss.download_hecdss

+ +

Helper module to retrieve the binary libraries

+
+ + + + +
+
+
+ + def + download_and_unzip(url, zip_file, destination_dir): + + +
+ + +

Retrieves a compressed archive from the URL and extracts it in the destination dir.

+ +

Parameters

+ +

url : str + URL to the archive. +zip_file : str + Name of the local target archive. +destination_dir : + Path to the local directory where the archive content is extracted to.

+
+ + +
+
+
+ base_url = +'https://www.hec.usace.army.mil/nexus/repository/maven-public/mil/army/usace/hec/hecdss/' + + +
+ + + + +
+
+
+ version = +'7-IU-6' + + +
+ + + + +
+
+
+ destination_dir = +WindowsPath('C:/project/hec-dss-python/src/hecdss/lib') + + +
+ + + + +
+
+
+ zip_url = + + 'https://www.hec.usace.army.mil/nexus/repository/maven-public/mil/army/usace/hec/hecdss/7-IU-6-linux-x86_64/hecdss-7-IU-6-linux-x86_64.zip' + + +
+ + + + +
+
+ + \ No newline at end of file diff --git a/docs/hecdss/dss_type.html b/docs/hecdss/dss_type.html new file mode 100644 index 0000000..106287f --- /dev/null +++ b/docs/hecdss/dss_type.html @@ -0,0 +1,391 @@ + + + + + + + hecdss.dss_type API documentation + + + + + + + + + +
+
+

+hecdss.dss_type

+ + + + + +
+
+
+ + class + DssType(enum.Enum): + + +
+ + +

Enum class representing different types of DSS (Data Storage System) types.

+ +
Attributes:
+ +
    +
  • PER_AVER (str): Period average.
    • +
  • PER_CUM (str): Period cumulative.
    • +
  • INST_VAL (str): Instantaneous value.
    • +
  • INST_CUM (str): Instantaneous cumulative.
    • +
  • FREQ (str): Frequency (not a DSS standard yet).
    • +
  • PER_MAX (str): Period maximum (not a DSS standard yet).
    • +
  • PER_MIN (str): Period minimum (not a DSS standard yet).
    • +
  • CONST (str): Constant (not a DSS standard yet).
    • +
+
+ + +
+
+ PER_AVER = +<DssType.PER_AVER: 'PER-AVER'> + + +
+ + + + +
+
+
+ PER_CUM = +<DssType.PER_CUM: 'PER-CUM'> + + +
+ + + + +
+
+
+ INST_VAL = +<DssType.INST_VAL: 'INST-VAL'> + + +
+ + + + +
+
+
+ INST_CUM = +<DssType.INST_CUM: 'INST-CUM'> + + +
+ + + + +
+
+
+ FREQ = +<DssType.FREQ: 'FREQ'> + + +
+ + + + +
+
+
+ PER_MAX = +<DssType.PER_MAX: 'PER-MAX'> + + +
+ + + + +
+
+
+ PER_MIN = +<DssType.PER_MIN: 'PER-MIN'> + + +
+ + + + +
+
+
+ CONST = +<DssType.CONST: 'CONST'> + + +
+ + + + +
+
+
+ + \ No newline at end of file diff --git a/docs/hecdss/dsspath.html b/docs/hecdss/dsspath.html new file mode 100644 index 0000000..26c5f68 --- /dev/null +++ b/docs/hecdss/dsspath.html @@ -0,0 +1,369 @@ + + + + + + + hecdss.dsspath API documentation + + + + + + + + + +
+
+

+hecdss.dsspath

+ + + + + +
+
+
+ + class + DssPath: + + +
+ + +

Manage parts of DSS path /A/B/C/D/E/F/ +condenses D part for timeseries records

+
+ + +
+
+ + DssPath(path: str, recType=0) + + +
+ + +

Initialize a DssPath object.

+ +
Arguments:
+ +
    +
  • path (str): Raw DSS pathname.
    • +
  • recType (RecordType, optional): Type of the record, such as RecordType.RegularTimeSeries. Defaults to 0.
    • +
+ +
Raises:
+ +
    +
  • Exception: If the DSS path is invalid.
    • +
+
+ + +
+
+
+ recType + + +
+ + + + +
+
+
+ + def + path_without_date(self): + + +
+ + +

Get the DSS path without the date part (D part).

+ +
Returns:
+ +
+

DssPath: A new DssPath object without the date part.

+
+
+ + +
+
+
+ + def + is_time_series(self): + + +
+ + +

Check if the DSS path is a time series.

+ +
Returns:
+ +
+

bool: True if the DSS path is a time series, False otherwise.

+
+
+ + +
+
+
+ + def + print(self): + + +
+ + +

Print the parts of the DSS path.

+
+ + +
+
+
+ + \ No newline at end of file diff --git a/docs/hecdss/gridded_data.html b/docs/hecdss/gridded_data.html new file mode 100644 index 0000000..7cd9f9e --- /dev/null +++ b/docs/hecdss/gridded_data.html @@ -0,0 +1,818 @@ + + + + + + + hecdss.gridded_data API documentation + + + + + + + + + +
+
+

+hecdss.gridded_data

+ + + + + +
+
+
+ NULL_INT = +-3.4028234663852886e+38 + + +
+ + + + +
+
+
+ + class + GriddedData: + + +
+ + +

Container for gridded (Raster) data.

+ +
Properties:
+ +
+

id (str): DSS pathname. + type (int): Grid type. + 400: Undefined grid with time. + 401: Undefined grid. + 410: HRAP grid with time reference. + 411: HRAP grid. + 420: Albers with time reference. + 421: Albers. + 430: Specified Grid with time reference. + 431: Specified Grid. + dataType (int): Data type. + PER_AVER = 0. + PER_CUM = 1. + INST_VAL = 2. + INST_CUM = 3. + FREQ = 4. + INVALID = 5. + lowerLeftCellX (int): X coordinate of the lower left cell. + lowerLeftCellY (int): Y coordinate of the lower left cell. + numberOfCellsX (int): Number of cells in the X direction. + numberOfCellsY (int): Number of cells in the Y direction. + numberOfRanges (int): Number of ranges. + srsDefinitionType (int): SRS definition type. + timeZoneRawOffset (int): Time zone raw offset. + isInterval (int): Interval flag. + isTimeStamped (int): Timestamp flag. + dataUnits (str): Data units. + dataSource (str): Data source. + srsName (str): SRS name. + srsDefinition (str): SRS definition. + timeZoneID (str): Time zone ID. + cellSize (float): Cell size. + xCoordOfGridCellZero (float): X coordinate of grid cell zero. + yCoordOfGridCellZero (float): Y coordinate of grid cell zero. + nullValue (float): Null value. + maxDataValue (float): Maximum data value. + minDataValue (float): Minimum data value. + meanDataValue (float): Mean data value. + rangeLimitTable (list): Range limit table. + numberEqualOrExceedingRangeLimit (list): Number equal or exceeding range limit. + data (numpy.ndarray): Data array.

+
+
+ + +
+
+ + GriddedData() + + +
+ + +

Initialize a GriddedData object with default values.

+
+ + +
+
+
+ id + + +
+ + + + +
+
+
+ type + + +
+ + + + +
+
+
+ data_type + + +
+ + + + +
+
+
+ lowerLeftCellX + + +
+ + + + +
+
+
+ lowerLeftCellY + + +
+ + + + +
+
+
+ numberOfCellsX + + +
+ + + + +
+
+
+ numberOfCellsY + + +
+ + + + +
+
+
+ numberOfRanges + + +
+ + + + +
+
+
+ srsDefinitionType + + +
+ + + + +
+
+
+ timeZoneRawOffset + + +
+ + + + +
+
+
+ isInterval + + +
+ + + + +
+
+
+ isTimeStamped + + +
+ + + + +
+
+
+ dataUnits + + +
+ + + + +
+
+
+ dataSource + + +
+ + + + +
+
+
+ srsName + + +
+ + + + +
+
+
+ srsDefinition + + +
+ + + + +
+
+
+ timeZoneID + + +
+ + + + +
+
+
+ cellSize + + +
+ + + + +
+
+
+ xCoordOfGridCellZero + + +
+ + + + +
+
+
+ yCoordOfGridCellZero + + +
+ + + + +
+
+
+ nullValue + + +
+ + + + +
+
+
+ maxDataValue + + +
+ + + + +
+
+
+ minDataValue + + +
+ + + + +
+
+
+ meanDataValue + + +
+ + + + +
+
+
+ rangeLimitTable + + +
+ + + + +
+
+
+ numberEqualOrExceedingRangeLimit + + +
+ + + + +
+
+
+ data + + +
+ + + + +
+
+
+ + def + range_limit_table(self, minval, maxval, range_, bins, datasize, data): + + +
+ + +

Calculate the range limit table and the number of values equal or exceeding each range limit.

+ +
Arguments:
+ +
    +
  • minval (float): Minimum value.
    • +
  • maxval (float): Maximum value.
    • +
  • range_ (float): Range of values.
    • +
  • bins (int): Number of bins.
    • +
  • datasize (int): Size of the data.
    • +
  • data (numpy.ndarray): Data array.
    • +
+
+ + +
+
+
+ + def + update_grid_info(self): + + +
+ + +

Update grid information based on the data array.

+
+ + +
+
+
+
@staticmethod
+ + def + create( path=None, type=420, dataType=1, lowerLeftCellX=0, lowerLeftCellY=0, numberOfCellsX=0, numberOfCellsY=0, numberOfRanges=0, srsDefinitionType=0, timeZoneRawOffset=0, isInterval=0, isTimeStamped=0, dataUnits='MM', dataSource='', srsName='WKT', srsDefinition='PROJCS["USA_Contiguous_Albers_Equal_Area_Conic_USGS_version",GEOGCS["GCS_North_American_1983",DATUM["D_North_American_1983",SPHEROID["GRS_1980",6378137.0,298.257222101]],PRIMEM["Greenwich",0.0],UNIT["Degree",0.0174532925199433]],PROJECTION["Albers"],PARAMETER["False_Easting",0.0],PARAMETER["False_Northing",0.0],PARAMETER["Central_Meridian",-96.0],PARAMETER["Standard_Parallel_1",29.5],PARAMETER["Standard_Parallel_2",45.5],PARAMETER["Latitude_Of_Origin",23.0],UNIT["Meter",1.0]]', timeZoneID='', cellSize=2000.0, xCoordOfGridCellZero=0.0, yCoordOfGridCellZero=0.0, nullValue=0.0, maxDataValue=0.0, minDataValue=0.0, meanDataValue=0.0, rangeLimitTable=[], numberEqualOrExceedingRangeLimit=[], data=array([], dtype=float64)): + + +
+ + +

Create a new GriddedData object with the specified parameters.

+ +
Arguments:
+ +
    +
  • path (str, optional): DSS pathname. Defaults to None.
    • +
  • type (int, optional): Grid type. Defaults to 420.
    • +
  • dataType (int, optional): Data type. Defaults to 1.
    • +
  • lowerLeftCellX (int, optional): X coordinate of the lower left cell. Defaults to 0.
    • +
  • lowerLeftCellY (int, optional): Y coordinate of the lower left cell. Defaults to 0.
    • +
  • numberOfCellsX (int, optional): Number of cells in the X direction. Defaults to 0.
    • +
  • numberOfCellsY (int, optional): Number of cells in the Y direction. Defaults to 0.
    • +
  • numberOfRanges (int, optional): Number of ranges. Defaults to 0.
    • +
  • srsDefinitionType (int, optional): SRS definition type. Defaults to 0.
    • +
  • timeZoneRawOffset (int, optional): Time zone raw offset. Defaults to 0.
    • +
  • isInterval (int, optional): Interval flag. Defaults to 0.
    • +
  • isTimeStamped (int, optional): Timestamp flag. Defaults to 0.
    • +
  • dataUnits (str, optional): Data units. Defaults to "MM".
    • +
  • dataSource (str, optional): Data source. Defaults to "".
    • +
  • srsName (str, optional): SRS name. Defaults to "WKT".
    • +
  • srsDefinition (str, optional): SRS definition. Defaults to a specific Albers projection.
    • +
  • timeZoneID (str, optional): Time zone ID. Defaults to "".
    • +
  • cellSize (float, optional): Cell size. Defaults to 2000.0.
    • +
  • xCoordOfGridCellZero (float, optional): X coordinate of grid cell zero. Defaults to 0.0.
    • +
  • yCoordOfGridCellZero (float, optional): Y coordinate of grid cell zero. Defaults to 0.0.
    • +
  • nullValue (float, optional): Null value. Defaults to 0.0.
    • +
  • maxDataValue (float, optional): Maximum data value. Defaults to 0.0.
    • +
  • minDataValue (float, optional): Minimum data value. Defaults to 0.0.
    • +
  • meanDataValue (float, optional): Mean data value. Defaults to 0.0.
    • +
  • rangeLimitTable (list, optional): Range limit table. Defaults to [].
    • +
  • numberEqualOrExceedingRangeLimit (list, optional): Number equal or exceeding range limit. Defaults to [].
    • +
  • data (numpy.ndarray, optional): Data array. Defaults to np.zeros(0).
    • +
+ +
Returns:
+ +
+

GriddedData: A new GriddedData object.

+
+
+ + +
+
+
+ + \ No newline at end of file diff --git a/docs/hecdss/hecdss.html b/docs/hecdss/hecdss.html new file mode 100644 index 0000000..37cf1d7 --- /dev/null +++ b/docs/hecdss/hecdss.html @@ -0,0 +1,476 @@ + + + + + + + hecdss.hecdss API documentation + + + + + + + + + +
+
+

+hecdss.hecdss

+ +

Docstring for public module.

+
+ + + + +
+
+
+ DSS_UNDEFINED_VALUE = +-3.4028234663852886e+38 + + +
+ + + + +
+
+
+ + class + HecDss: + + +
+ + +

Main class for working with DSS files

+
+ + +
+
+ + HecDss(filename: str) + + +
+ + +

constructor for HecDSS

+ +
Arguments:
+ +
    +
  • filename (str): DSS filename to be opened; it will be created if it doesn't exist.
    • +
+
+ + +
+
+
+ + def + close(self): + + +
+ + +

closes the DSS file and releases any locks

+
+ + +
+
+
+ + def + get_record_type(self, pathname: str) -> hecdss.record_type.RecordType: + + +
+ + +

Get the record type for a given DSS pathname.

+ +
Arguments:
+ +
    +
  • pathname (str): The DSS pathname for which to get the record type.
    • +
+ +
Returns:
+ +
+

RecordType: The record type of the given DSS pathname.

+
+
+ + +
+
+
+ + def + get(self, pathname: str, startdatetime=None, enddatetime=None): + + +
+ + + + +
+
+
+ + def + put(self, container) -> int: + + +
+ + +

puts data into the DSS file

+ +
Arguments:
+ +
    +
  • container (varies): RegularTimeSeries, IrregularTimeSeries, PairedData, GriddedData, ArrayContainer
    • +
+ +
Raises:
+ +
    +
  • NotImplementedError: if saving the type of container is not supported.
    • +
+ +
Returns:
+ +
+

int: status of zero when successful. Non zero for errors.

+
+
+ + +
+
+
+ + def + get_catalog(self) -> hecdss.catalog.Catalog: + + +
+ + +

gets the DSS Catalog of all items in the DSS file

+ +
Returns:
+ +
+

Catalog: Catalog

+
+
+ + +
+
+
+ + def + record_count(self) -> int: + + +
+ + +

get the number of records stored in the dss file

+ +
Returns:
+ +
+

int: number of items (includes aliases)

+
+
+ + +
+
+
+ + def + set_debug_level(self, level) -> int: + + +
+ + +

sets the DSS debug level.

+ +
Arguments:
+ +
    +
  • level (int): a value between 0 and 15. Larger for more output
    • +
+ +
Returns:
+ +
+

int: _description_

+
+
+ + +
+
+
+ + \ No newline at end of file diff --git a/docs/hecdss/irregular_timeseries.html b/docs/hecdss/irregular_timeseries.html new file mode 100644 index 0000000..12a6de2 --- /dev/null +++ b/docs/hecdss/irregular_timeseries.html @@ -0,0 +1,564 @@ + + + + + + + hecdss.irregular_timeseries API documentation + + + + + + + + + +
+
+

+hecdss.irregular_timeseries

+ + + + + +
+
+
+ + class + IrregularTimeSeries: + + +
+ + +

container for time-series data that is not at a consistent interval. +data is stored internally as a numpy array

+
+ + +
+
+ + IrregularTimeSeries() + + +
+ + +

Initialize an IrregularTimeSeries object with default values.

+
+ + +
+
+
+ times + + +
+ + + + +
+
+
+ values + + +
+ + + + +
+
+
+ quality + + +
+ + + + +
+
+
+ units + + +
+ + + + +
+
+
+ data_type + + +
+ + + + +
+
+
+ interval + + +
+ + + + +
+
+
+ start_date + + +
+ + + + +
+
+
+ time_granularity_seconds + + +
+ + + + +
+
+
+ julian_base_date + + +
+ + + + +
+
+
+ id + + +
+ + + + +
+
+
+ + def + add_data_point(self, date, value): + + +
+ + +

append a date,value to this time-series

+
+ + +
+
+
+ + def + get_value_at(self, date): + + +
+ + +

Retrieve the value at a specific date in the time-series.

+ +

Parameters: +date (datetime): The date for which to retrieve the value.

+ +

Returns: +float or None: The value at the specified date if it exists, otherwise None.

+
+ + +
+
+
+ + def + get_values(self): + + +
+ + +

Retrieve all values in the time-series.

+ +

Returns: +numpy.ndarray: An array of all values in the time-series.

+
+ + +
+
+
+ + def + get_dates(self): + + +
+ + +

Retrieve all dates in the time-series.

+ +

Returns: +list of datetime: A list of all dates in the time-series.

+
+ + +
+
+
+ + def + get_length(self): + + +
+ + +

Retrieve the number of data points in the time-series.

+ +

Returns: +int: The number of data points in the time-series.

+
+ + +
+
+
+ + def + print_to_console(self): + + +
+ + +

Print the time-series data to the console in a readable format.

+
+ + +
+
+
+
@staticmethod
+ + def + create( values, times, quality=[], units='', data_type='', interval=0, start_date='', time_granularity_seconds=1, julian_base_date=None, path=None): + + +
+ + +

Retrieve the value at a specific date in the time-series.

+ +

Parameters: +date (datetime): The date for which to retrieve the value.

+ +

Returns: +float or None: The value at the specified date if it exists, otherwise None.

+
+ + +
+
+
+ + \ No newline at end of file diff --git a/docs/hecdss/native.html b/docs/hecdss/native.html new file mode 100644 index 0000000..8ef2eb2 --- /dev/null +++ b/docs/hecdss/native.html @@ -0,0 +1,237 @@ + + + + + + + hecdss.native API documentation + + + + + + + + + +
+
+

+hecdss.native

+ + + + + +
+
+ + \ No newline at end of file diff --git a/docs/hecdss/paired_data.html b/docs/hecdss/paired_data.html new file mode 100644 index 0000000..50ccc25 --- /dev/null +++ b/docs/hecdss/paired_data.html @@ -0,0 +1,452 @@ + + + + + + + hecdss.paired_data API documentation + + + + + + + + + +
+
+

+hecdss.paired_data

+ + + + + +
+
+
+ + class + PairedData: + + +
+ + + + +
+
+ + PairedData() + + +
+ + +

Initialize a PairedData object with default values.

+
+ + +
+
+
+ id + + +
+ + + + +
+
+
+ ordinates + + +
+ + + + +
+
+
+ values + + +
+ + + + +
+
+
+ labels + + +
+ + + + +
+
+
+ type_independent + + +
+ + + + +
+
+
+ type_dependent + + +
+ + + + +
+
+
+ units_independent + + +
+ + + + +
+
+
+ units_dependent + + +
+ + + + +
+
+
+ location_information + + +
+ + + + +
+
+
+ + def + curve_count(self): + + +
+ + +

Retrieve the number of curves in the paired data.

+ +

Returns: +int: The number of curves.

+
+ + +
+
+
+
@staticmethod
+ + def + create( x_values, y_values, labels=[], x_units='', x_type='', y_units='', y_type='', path=None): + + +
+ + +

Create a PairedData object with the provided data.

+ +

Parameters: +x_values (list of float): The independent variable values. +y_values (list of list of float): The dependent variable values. +labels (list of str, optional): The labels for the dependent variables. Defaults to an empty list. +x_units (str, optional): The units of the independent variable. Defaults to an empty string. +x_type (str, optional): The type of the independent variable. Defaults to an empty string. +y_units (str, optional): The units of the dependent variable. Defaults to an empty string. +y_type (str, optional): The type of the dependent variable. Defaults to an empty string. +path (str, optional): The path identifier for the paired data. Defaults to None.

+ +

Returns: +PairedData: An instance of the PairedData class.

+
+ + +
+
+
+ + \ No newline at end of file diff --git a/docs/hecdss/record_type.html b/docs/hecdss/record_type.html new file mode 100644 index 0000000..d58a1fa --- /dev/null +++ b/docs/hecdss/record_type.html @@ -0,0 +1,449 @@ + + + + + + + hecdss.record_type API documentation + + + + + + + + + +
+
+

+hecdss.record_type

+ + + + + +
+
+
+ + class + RecordType(enum.Enum): + + +
+ + +

RecordType is an enumeration of DSS data types

+ +
Returns:
+ +
+

RecordType: the record type

+
+
+ + +
+
+ Unknown = +<RecordType.Unknown: 0> + + +
+ + + + +
+
+
+ RegularTimeSeriesProfile = +<RecordType.RegularTimeSeriesProfile: 1> + + +
+ + + + +
+
+
+ RegularTimeSeries = +<RecordType.RegularTimeSeries: 2> + + +
+ + + + +
+
+
+ IrregularTimeSeries = +<RecordType.IrregularTimeSeries: 3> + + +
+ + + + +
+
+
+ PairedData = +<RecordType.PairedData: 4> + + +
+ + + + +
+
+
+ Text = +<RecordType.Text: 5> + + +
+ + + + +
+
+
+ Grid = +<RecordType.Grid: 6> + + +
+ + + + +
+
+
+ Tin = +<RecordType.Tin: 7> + + +
+ + + + +
+
+
+ LocationInfo = +<RecordType.LocationInfo: 8> + + +
+ + + + +
+
+
+ Array = +<RecordType.Array: 9> + + +
+ + + + +
+
+
+ SUPPORTED_RECORD_TYPES = + + <RecordType.SUPPORTED_RECORD_TYPES: ['IrregularTimeSeries', 'RegularTimeSeries', 'PairedData', 'GriddedData', 'ArrayContainer']> + + +
+ + + + +
+
+
+
@staticmethod
+ + def + RecordTypeFromInt(recType): + + +
+ + +

Returns RecordType Enumeration from integer value

+
+ + +
+
+
+ + \ No newline at end of file diff --git a/docs/hecdss/regular_timeseries.html b/docs/hecdss/regular_timeseries.html new file mode 100644 index 0000000..42afa34 --- /dev/null +++ b/docs/hecdss/regular_timeseries.html @@ -0,0 +1,585 @@ + + + + + + + hecdss.regular_timeseries API documentation + + + + + + + + + +
+
+

+hecdss.regular_timeseries

+ + + + + +
+
+
+ + class + RegularTimeSeries: + + +
+ + + + +
+
+ + RegularTimeSeries() + + +
+ + +

Initializes a new instance of the RegularTimeSeries class.

+
+ + +
+
+
+ times + + +
+ + + + +
+
+
+ values + + +
+ + + + +
+
+
+ quality + + +
+ + + + +
+
+
+ units + + +
+ + + + +
+
+
+ data_type + + +
+ + + + +
+
+
+ interval + + +
+ + + + +
+
+
+ start_date + + +
+ + + + +
+
+
+ time_granularity_seconds + + +
+ + + + +
+
+
+ id + + +
+ + + + +
+
+
+ + def + add_data_point(self, date, value, flag=None): + + +
+ + +

Adds a data point to the time series.

+ +
Arguments:
+ +
    +
  • date (datetime): The date of the data point.
    • +
  • value (float): The value of the data point.
    • +
  • flag (int, optional): The quality flag of the data point. Defaults to None.
    • +
+
+ + +
+
+
+ + def + get_value_at(self, date): + + +
+ + +

Retrieves the value at a specific date.

+ +
Arguments:
+ +
    +
  • date (datetime): The date for which to retrieve the value.
    • +
+ +
Returns:
+ +
+

float: The value at the specified date, or None if the date is not found.

+
+
+ + +
+
+
+ + def + get_values(self): + + +
+ + +

Retrieves all values in the time series.

+ +
Returns:
+ +
+

numpy.ndarray: An array of all values in the time series.

+
+
+ + +
+
+
+ + def + get_dates(self): + + +
+ + +

Retrieves all dates in the time series.

+ +
Returns:
+ +
+

list: A list of all dates in the time series.

+
+
+ + +
+
+
+ + def + get_length(self): + + +
+ + +

Retrieves the number of data points in the time series.

+ +
Returns:
+ +
+

int: The number of data points in the time series.

+
+
+ + +
+
+
+ + def + print_to_console(self): + + +
+ + +

Prints the time series data to the console.

+
+ + +
+
+
+
@staticmethod
+ + def + create( values, times=[], quality=[], units='', data_type='', interval='', start_date='', time_granularity_seconds=1, julian_base_date=0, path=None): + + +
+ + +

Creates a new instance of the RegularTimeSeries class with the specified parameters.

+ +
Arguments:
+ +
    +
  • values (list): List of data values.
    • +
  • times (list, optional): List of time values. Defaults to [].
    • +
  • quality (list, optional): List of quality values. Defaults to [].
    • +
  • units (str, optional): Units of the data. Defaults to "".
    • +
  • data_type (str, optional): Type of the data. Defaults to "".
    • +
  • interval (str, optional): Interval of the time series. Defaults to "".
    • +
  • start_date (str, optional): Start date of the time series. Defaults to "".
    • +
  • time_granularity_seconds (int, optional): Time granularity in seconds. Defaults to 1.
    • +
  • julian_base_date (int, optional): Julian base date. Defaults to 0.
    • +
  • path (str, optional): DSS path. Defaults to None.
    • +
+ +
Returns:
+ +
+

RegularTimeSeries: A new instance of the RegularTimeSeries class.

+
+
+ + +
+
+
+ + \ No newline at end of file diff --git a/docs/index.html b/docs/index.html new file mode 100644 index 0000000..306a820 --- /dev/null +++ b/docs/index.html @@ -0,0 +1,7 @@ + + + + + + + diff --git a/docs/search.js b/docs/search.js new file mode 100644 index 0000000..dd0378a --- /dev/null +++ b/docs/search.js @@ -0,0 +1,46 @@ +window.pdocSearch = (function(){ +/** elasticlunr - http://weixsong.github.io * Copyright (C) 2017 Oliver Nightingale * Copyright (C) 2017 Wei Song * MIT Licensed */!function(){function e(e){if(null===e||"object"!=typeof e)return e;var t=e.constructor();for(var n in e)e.hasOwnProperty(n)&&(t[n]=e[n]);return t}var t=function(e){var n=new t.Index;return n.pipeline.add(t.trimmer,t.stopWordFilter,t.stemmer),e&&e.call(n,n),n};t.version="0.9.5",lunr=t,t.utils={},t.utils.warn=function(e){return function(t){e.console&&console.warn&&console.warn(t)}}(this),t.utils.toString=function(e){return void 0===e||null===e?"":e.toString()},t.EventEmitter=function(){this.events={}},t.EventEmitter.prototype.addListener=function(){var e=Array.prototype.slice.call(arguments),t=e.pop(),n=e;if("function"!=typeof t)throw new TypeError("last argument must be a function");n.forEach(function(e){this.hasHandler(e)||(this.events[e]=[]),this.events[e].push(t)},this)},t.EventEmitter.prototype.removeListener=function(e,t){if(this.hasHandler(e)){var n=this.events[e].indexOf(t);-1!==n&&(this.events[e].splice(n,1),0==this.events[e].length&&delete this.events[e])}},t.EventEmitter.prototype.emit=function(e){if(this.hasHandler(e)){var t=Array.prototype.slice.call(arguments,1);this.events[e].forEach(function(e){e.apply(void 0,t)},this)}},t.EventEmitter.prototype.hasHandler=function(e){return e in this.events},t.tokenizer=function(e){if(!arguments.length||null===e||void 0===e)return[];if(Array.isArray(e)){var n=e.filter(function(e){return null===e||void 0===e?!1:!0});n=n.map(function(e){return t.utils.toString(e).toLowerCase()});var i=[];return n.forEach(function(e){var n=e.split(t.tokenizer.seperator);i=i.concat(n)},this),i}return e.toString().trim().toLowerCase().split(t.tokenizer.seperator)},t.tokenizer.defaultSeperator=/[\s\-]+/,t.tokenizer.seperator=t.tokenizer.defaultSeperator,t.tokenizer.setSeperator=function(e){null!==e&&void 0!==e&&"object"==typeof e&&(t.tokenizer.seperator=e)},t.tokenizer.resetSeperator=function(){t.tokenizer.seperator=t.tokenizer.defaultSeperator},t.tokenizer.getSeperator=function(){return t.tokenizer.seperator},t.Pipeline=function(){this._queue=[]},t.Pipeline.registeredFunctions={},t.Pipeline.registerFunction=function(e,n){n in t.Pipeline.registeredFunctions&&t.utils.warn("Overwriting existing registered function: "+n),e.label=n,t.Pipeline.registeredFunctions[n]=e},t.Pipeline.getRegisteredFunction=function(e){return e in t.Pipeline.registeredFunctions!=!0?null:t.Pipeline.registeredFunctions[e]},t.Pipeline.warnIfFunctionNotRegistered=function(e){var n=e.label&&e.label in this.registeredFunctions;n||t.utils.warn("Function is not registered with pipeline. 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i=this.index[t].getDocFreq(e),o=1+Math.log(this.documentStore.length/(i+1));return this._idfCache[n]=o,o},t.Index.prototype.getFields=function(){return this._fields.slice()},t.Index.prototype.search=function(e,n){if(!e)return[];e="string"==typeof e?{any:e}:JSON.parse(JSON.stringify(e));var i=null;null!=n&&(i=JSON.stringify(n));for(var o=new t.Configuration(i,this.getFields()).get(),r={},s=Object.keys(e),u=0;u0&&t.push(e);for(var i in n)"docs"!==i&&"df"!==i&&this.expandToken(e+i,t,n[i]);return t},t.InvertedIndex.prototype.toJSON=function(){return{root:this.root}},t.Configuration=function(e,n){var e=e||"";if(void 0==n||null==n)throw new Error("fields should not be null");this.config={};var i;try{i=JSON.parse(e),this.buildUserConfig(i,n)}catch(o){t.utils.warn("user configuration parse failed, will use default configuration"),this.buildDefaultConfig(n)}},t.Configuration.prototype.buildDefaultConfig=function(e){this.reset(),e.forEach(function(e){this.config[e]={boost:1,bool:"OR",expand:!1}},this)},t.Configuration.prototype.buildUserConfig=function(e,n){var i="OR",o=!1;if(this.reset(),"bool"in e&&(i=e.bool||i),"expand"in e&&(o=e.expand||o),"fields"in e)for(var r in e.fields)if(n.indexOf(r)>-1){var s=e.fields[r],u=o;void 0!=s.expand&&(u=s.expand),this.config[r]={boost:s.boost||0===s.boost?s.boost:1,bool:s.bool||i,expand:u}}else t.utils.warn("field name in user configuration not found in index instance fields");else this.addAllFields2UserConfig(i,o,n)},t.Configuration.prototype.addAllFields2UserConfig=function(e,t,n){n.forEach(function(n){this.config[n]={boost:1,bool:e,expand:t}},this)},t.Configuration.prototype.get=function(){return this.config},t.Configuration.prototype.reset=function(){this.config={}},lunr.SortedSet=function(){this.length=0,this.elements=[]},lunr.SortedSet.load=function(e){var t=new this;return t.elements=e,t.length=e.length,t},lunr.SortedSet.prototype.add=function(){var e,t;for(e=0;e1;){if(r===e)return o;e>r&&(t=o),r>e&&(n=o),i=n-t,o=t+Math.floor(i/2),r=this.elements[o]}return r===e?o:-1},lunr.SortedSet.prototype.locationFor=function(e){for(var t=0,n=this.elements.length,i=n-t,o=t+Math.floor(i/2),r=this.elements[o];i>1;)e>r&&(t=o),r>e&&(n=o),i=n-t,o=t+Math.floor(i/2),r=this.elements[o];return r>e?o:e>r?o+1:void 0},lunr.SortedSet.prototype.intersect=function(e){for(var t=new lunr.SortedSet,n=0,i=0,o=this.length,r=e.length,s=this.elements,u=e.elements;;){if(n>o-1||i>r-1)break;s[n]!==u[i]?s[n]u[i]&&i++:(t.add(s[n]),n++,i++)}return t},lunr.SortedSet.prototype.clone=function(){var e=new lunr.SortedSet;return e.elements=this.toArray(),e.length=e.elements.length,e},lunr.SortedSet.prototype.union=function(e){var t,n,i;this.length>=e.length?(t=this,n=e):(t=e,n=this),i=t.clone();for(var o=0,r=n.toArray();o

\n"}, {"fullname": "hecdss.array_container", "modulename": "hecdss.array_container", "kind": "module", "doc": "

\n"}, {"fullname": "hecdss.array_container.ArrayContainer", "modulename": "hecdss.array_container", "qualname": "ArrayContainer", "kind": "class", "doc": "

\n"}, {"fullname": "hecdss.array_container.ArrayContainer.id", "modulename": "hecdss.array_container", "qualname": "ArrayContainer.id", "kind": "variable", "doc": "

\n"}, {"fullname": "hecdss.array_container.ArrayContainer.int_values", "modulename": "hecdss.array_container", "qualname": "ArrayContainer.int_values", "kind": "variable", "doc": "

\n"}, {"fullname": "hecdss.array_container.ArrayContainer.float_values", "modulename": "hecdss.array_container", "qualname": "ArrayContainer.float_values", "kind": "variable", "doc": "

\n"}, {"fullname": "hecdss.array_container.ArrayContainer.double_values", "modulename": "hecdss.array_container", "qualname": "ArrayContainer.double_values", "kind": "variable", "doc": "

\n"}, {"fullname": "hecdss.array_container.ArrayContainer.create_array_container", "modulename": "hecdss.array_container", "qualname": "ArrayContainer.create_array_container", "kind": "function", "doc": "

\n", "signature": "(\tint_values: List[int] = [],\tfloat_values: List[float] = [],\tdouble_values: List[float] = [],\tpath=None):", "funcdef": "def"}, {"fullname": "hecdss.catalog", "modulename": "hecdss.catalog", "kind": "module", "doc": "

\n"}, {"fullname": "hecdss.catalog.Catalog", "modulename": "hecdss.catalog", "qualname": "Catalog", "kind": "class", "doc": "

manage list of objects inside a DSS database

\n"}, {"fullname": "hecdss.catalog.Catalog.__init__", "modulename": "hecdss.catalog", "qualname": "Catalog.__init__", "kind": "function", "doc": "

\n", "signature": "(uncondensed_paths, recordTypes)"}, {"fullname": "hecdss.catalog.Catalog.uncondensed_paths", "modulename": "hecdss.catalog", "qualname": "Catalog.uncondensed_paths", "kind": "variable", "doc": "

\n"}, {"fullname": "hecdss.catalog.Catalog.rawRecordTypes", "modulename": "hecdss.catalog", "qualname": "Catalog.rawRecordTypes", "kind": "variable", "doc": "

\n"}, {"fullname": "hecdss.catalog.Catalog.timeSeriesDictNoDates", "modulename": "hecdss.catalog", "qualname": "Catalog.timeSeriesDictNoDates", "kind": "variable", "doc": "

\n"}, {"fullname": "hecdss.catalog.Catalog.recordTypeDict", "modulename": "hecdss.catalog", "qualname": "Catalog.recordTypeDict", "kind": "variable", "doc": "

\n"}, {"fullname": "hecdss.catalog.Catalog.get_record_type", "modulename": "hecdss.catalog", "qualname": "Catalog.get_record_type", "kind": "function", "doc": "

gets the record type for a given path

\n\n
Arguments:
\n\n
    \n
  • pathname (str): dss pathname
    • \n
\n\n
Returns:
\n\n
\n

RecordType: the record type hecdss.RecordType of DSS data stored in this pathname

\n
\n", "signature": "(self, pathname):", "funcdef": "def"}, {"fullname": "hecdss.catalog.Catalog.print", "modulename": "hecdss.catalog", "qualname": "Catalog.print", "kind": "function", "doc": "

\n", "signature": "(self):", "funcdef": "def"}, {"fullname": "hecdss.cwms_utility", "modulename": "hecdss.cwms_utility", "kind": "module", "doc": "

\n"}, {"fullname": "hecdss.cwms_utility.CwmsUtility", "modulename": "hecdss.cwms_utility", "qualname": "CwmsUtility", "kind": "class", "doc": "

\n"}, {"fullname": "hecdss.cwms_utility.CwmsUtility.CWMS_DSS_INTERVAL_MAP", "modulename": "hecdss.cwms_utility", "qualname": "CwmsUtility.CWMS_DSS_INTERVAL_MAP", "kind": "variable", "doc": "

\n", "default_value": "{'1Minute': '1Minute', '2Minutes': '2Minute', '3Minutes': '3Minute', '4Minutes': '4Minute', '5Minutes': '5Minute', '6Minutes': '6Minute', '12Minutes': '12Minute', '15Minutes': '15Minute', '20Minutes': '20Minute', '30Minutes': '30Minute', '1Hour': '1Hour', '2Hours': '2Hour', '3Hours': '3Hour', '4Hours': '4Hour', '6Hours': '6Hour', '8Hours': '8Hour', '12Hours': '12Hour', '1Day': '1Day', '1Week': '1Week', '1Month': '1Month', '1Year': '1Year', '0': 'Ir-Month'}"}, {"fullname": "hecdss.cwms_utility.CwmsUtility.DSS_CWMS_INTERVAL_MAP", "modulename": "hecdss.cwms_utility", "qualname": "CwmsUtility.DSS_CWMS_INTERVAL_MAP", "kind": "variable", "doc": "

\n", "default_value": "{'1minute': '1Minute', '2minute': '2Minutes', '3minute': '3Minutes', '4minute': '4Minutes', '5minute': '5Minutes', '6minute': '6Minutes', '12minute': '12Minutes', '15minute': '15Minutes', '20minute': '20Minutes', '30minute': '30Minutes', '1hour': '1Hour', '2hour': '2Hours', '3hour': '3Hours', '4hour': '4Hours', '6hour': '6Hours', '8hour': '8Hours', '12hour': '12Hours', '1day': '1Day', '1week': '1Week', '1month': '1Month', '1year': '1Year', 'ir-month': '0', 'ir-day': '0', 'ir-year': '0', 'ir-decade': '0', 'ir-century': '0'}"}, {"fullname": "hecdss.cwms_utility.CwmsUtility.get_cwms_parameter_type", "modulename": "hecdss.cwms_utility", "qualname": "CwmsUtility.get_cwms_parameter_type", "kind": "function", "doc": "

\n", "signature": "(dss_type: hecdss.dss_type.DssType):", "funcdef": "def"}, {"fullname": "hecdss.cwms_utility.CwmsUtility.pathname_to_cwms_tsid", "modulename": "hecdss.cwms_utility", "qualname": "CwmsUtility.pathname_to_cwms_tsid", "kind": "function", "doc": "

pathname is a dsspath name. Example: /TULA//Flow//1Hour/Ccp-Rev/\ntype is

\n\n

returns CWMS convention time-series-id\n[Location]-[sub-location].[Parameter]-[sub-parameter].[Type].[Interval].[Duration].[Version]

\n", "signature": "(path, dss_type='', duration='0', strict=False):", "funcdef": "def"}, {"fullname": "hecdss.cwms_utility.CwmsUtility.cwms_ts_id_to_dss_path", "modulename": "hecdss.cwms_utility", "qualname": "CwmsUtility.cwms_ts_id_to_dss_path", "kind": "function", "doc": "

convert cwms time-series id to a dss path\nexample input:\n\"NORK-Norton-Prairie_Dog.Stage.Inst.15Minutes.0.nwklrgs-raw\"\nexample output:\n\"//NORK-Norton-Prairie_Dog/Stage/01Apr2024/15Minute/nwklrgs-raw/\"

\n", "signature": "(ts_id: str) -> hecdss.dsspath.DssPath:", "funcdef": "def"}, {"fullname": "hecdss.cwms_utility.CwmsUtility.dss_data_type_from_cwms_tsid", "modulename": "hecdss.cwms_utility", "qualname": "CwmsUtility.dss_data_type_from_cwms_tsid", "kind": "function", "doc": "

takes an input id such as 'TULA.Flow.Inst.1Hour.0.Ccp-Rev'\nand returns the DSS DataType 'INST-VAL' in this example

\n\n
Parameters
\n\n
    \n
  • cwms_tsid: input time-series identifier
    • \n
\n\n
Returns
\n\n
\n

string representing a dss data type

\n
\n", "signature": "(cwms_tsid) -> str:", "funcdef": "def"}, {"fullname": "hecdss.dateconverter", "modulename": "hecdss.dateconverter", "kind": "module", "doc": "

\n"}, {"fullname": "hecdss.dateconverter.DateConverter", "modulename": "hecdss.dateconverter", "qualname": "DateConverter", "kind": "class", "doc": "

\n"}, {"fullname": "hecdss.dateconverter.DateConverter.dss_datetime_strings_from_datetime", "modulename": "hecdss.dateconverter", "qualname": "DateConverter.dss_datetime_strings_from_datetime", "kind": "function", "doc": "

convert python datetime to DSS 24:00 style string\n2023-08-25 09:32:46.832952 -> 25Aug2023 09:23:47\n2023-08-25 00:00:00.0000000 -> 24Aug2023 24:00\n2023-08-25 00:10:00.0000000 -> 25Aug2023 00:10

\n", "signature": "(dt: datetime.datetime):", "funcdef": "def"}, {"fullname": "hecdss.dateconverter.DateConverter.date_time_from_julian_second", "modulename": "hecdss.dateconverter", "qualname": "DateConverter.date_time_from_julian_second", "kind": "function", "doc": "

\"\nconvert from DSS integer datetime to python datetime array

\n", "signature": "(time_julian, seconds_julian):", "funcdef": "def"}, {"fullname": "hecdss.dateconverter.DateConverter.date_times_from_julian_array", "modulename": "hecdss.dateconverter", "qualname": "DateConverter.date_times_from_julian_array", "kind": "function", "doc": "

\"\nconvert from DSS integer datetime array to python datetime array

\n", "signature": "(times_julian, time_granularity_seconds, julian_base_date):", "funcdef": "def"}, {"fullname": "hecdss.dateconverter.DateConverter.julian_array_from_date_times", "modulename": "hecdss.dateconverter", "qualname": "DateConverter.julian_array_from_date_times", "kind": "function", "doc": "

\"\nconvert from DSS integer datetime array to python datetime array

\n", "signature": "(\tdate_times,\ttime_granularity_seconds=60,\tstart_date_base=datetime.datetime(1900, 1, 1, 0, 0)):", "funcdef": "def"}, {"fullname": "hecdss.dateconverter.DateConverter.intervalString_to_sec", "modulename": "hecdss.dateconverter", "qualname": "DateConverter.intervalString_to_sec", "kind": "function", "doc": "

\n", "signature": "(interval):", "funcdef": "def"}, {"fullname": "hecdss.dateconverter.DateConverter.sec_to_intervalString", "modulename": "hecdss.dateconverter", "qualname": "DateConverter.sec_to_intervalString", "kind": "function", "doc": "

\n", "signature": "(seconds: int):", "funcdef": "def"}, {"fullname": "hecdss.download_hecdss", "modulename": "hecdss.download_hecdss", "kind": "module", "doc": "

Helper module to retrieve the binary libraries

\n"}, {"fullname": "hecdss.download_hecdss.download_and_unzip", "modulename": "hecdss.download_hecdss", "qualname": "download_and_unzip", "kind": "function", "doc": "

Retrieves a compressed archive from the URL and extracts it in the destination dir.

\n\n

Parameters

\n\n

url : str\n URL to the archive.\nzip_file : str\n Name of the local target archive.\ndestination_dir :\n Path to the local directory where the archive content is extracted to.

\n", "signature": "(url, zip_file, destination_dir):", "funcdef": "def"}, {"fullname": "hecdss.download_hecdss.base_url", "modulename": "hecdss.download_hecdss", "qualname": "base_url", "kind": "variable", "doc": "

\n", "default_value": "'https://www.hec.usace.army.mil/nexus/repository/maven-public/mil/army/usace/hec/hecdss/'"}, {"fullname": "hecdss.download_hecdss.version", "modulename": "hecdss.download_hecdss", "qualname": "version", "kind": "variable", "doc": "

\n", "default_value": "'7-IU-6'"}, {"fullname": "hecdss.download_hecdss.destination_dir", "modulename": "hecdss.download_hecdss", "qualname": "destination_dir", "kind": "variable", "doc": "

\n", "default_value": "WindowsPath('C:/project/hec-dss-python/src/hecdss/lib')"}, {"fullname": "hecdss.download_hecdss.zip_url", "modulename": "hecdss.download_hecdss", "qualname": "zip_url", "kind": "variable", "doc": "

\n", "default_value": "'https://www.hec.usace.army.mil/nexus/repository/maven-public/mil/army/usace/hec/hecdss/7-IU-6-linux-x86_64/hecdss-7-IU-6-linux-x86_64.zip'"}, {"fullname": "hecdss.dss_type", "modulename": "hecdss.dss_type", "kind": "module", "doc": "

\n"}, {"fullname": "hecdss.dss_type.DssType", "modulename": "hecdss.dss_type", "qualname": "DssType", "kind": "class", "doc": "

Enum class representing different types of DSS (Data Storage System) types.

\n\n
Attributes:
\n\n
    \n
  • PER_AVER (str): Period average.
    • \n
  • PER_CUM (str): Period cumulative.
    • \n
  • INST_VAL (str): Instantaneous value.
    • \n
  • INST_CUM (str): Instantaneous cumulative.
    • \n
  • FREQ (str): Frequency (not a DSS standard yet).
    • \n
  • PER_MAX (str): Period maximum (not a DSS standard yet).
    • \n
  • PER_MIN (str): Period minimum (not a DSS standard yet).
    • \n
  • CONST (str): Constant (not a DSS standard yet).
    • \n
\n", "bases": "enum.Enum"}, {"fullname": "hecdss.dss_type.DssType.PER_AVER", "modulename": "hecdss.dss_type", "qualname": "DssType.PER_AVER", "kind": "variable", "doc": "

\n", "default_value": "<DssType.PER_AVER: 'PER-AVER'>"}, {"fullname": "hecdss.dss_type.DssType.PER_CUM", "modulename": "hecdss.dss_type", "qualname": "DssType.PER_CUM", "kind": "variable", "doc": "

\n", "default_value": "<DssType.PER_CUM: 'PER-CUM'>"}, {"fullname": "hecdss.dss_type.DssType.INST_VAL", "modulename": "hecdss.dss_type", "qualname": "DssType.INST_VAL", "kind": "variable", "doc": "

\n", "default_value": "<DssType.INST_VAL: 'INST-VAL'>"}, {"fullname": "hecdss.dss_type.DssType.INST_CUM", "modulename": "hecdss.dss_type", "qualname": "DssType.INST_CUM", "kind": "variable", "doc": "

\n", "default_value": "<DssType.INST_CUM: 'INST-CUM'>"}, {"fullname": "hecdss.dss_type.DssType.FREQ", "modulename": "hecdss.dss_type", "qualname": "DssType.FREQ", "kind": "variable", "doc": "

\n", "default_value": "<DssType.FREQ: 'FREQ'>"}, {"fullname": "hecdss.dss_type.DssType.PER_MAX", "modulename": "hecdss.dss_type", "qualname": "DssType.PER_MAX", "kind": "variable", "doc": "

\n", "default_value": "<DssType.PER_MAX: 'PER-MAX'>"}, {"fullname": "hecdss.dss_type.DssType.PER_MIN", "modulename": "hecdss.dss_type", "qualname": "DssType.PER_MIN", "kind": "variable", "doc": "

\n", "default_value": "<DssType.PER_MIN: 'PER-MIN'>"}, {"fullname": "hecdss.dss_type.DssType.CONST", "modulename": "hecdss.dss_type", "qualname": "DssType.CONST", "kind": "variable", "doc": "

\n", "default_value": "<DssType.CONST: 'CONST'>"}, {"fullname": "hecdss.dsspath", "modulename": "hecdss.dsspath", "kind": "module", "doc": "

\n"}, {"fullname": "hecdss.dsspath.DssPath", "modulename": "hecdss.dsspath", "qualname": "DssPath", "kind": "class", "doc": "

Manage parts of DSS path /A/B/C/D/E/F/\ncondenses D part for timeseries records

\n"}, {"fullname": "hecdss.dsspath.DssPath.__init__", "modulename": "hecdss.dsspath", "qualname": "DssPath.__init__", "kind": "function", "doc": "

Initialize a DssPath object.

\n\n
Arguments:
\n\n
    \n
  • path (str): Raw DSS pathname.
    • \n
  • recType (RecordType, optional): Type of the record, such as RecordType.RegularTimeSeries. Defaults to 0.
    • \n
\n\n
Raises:
\n\n
    \n
  • Exception: If the DSS path is invalid.
    • \n
\n", "signature": "(path: str, recType=0)"}, {"fullname": "hecdss.dsspath.DssPath.recType", "modulename": "hecdss.dsspath", "qualname": "DssPath.recType", "kind": "variable", "doc": "

\n"}, {"fullname": "hecdss.dsspath.DssPath.path_without_date", "modulename": "hecdss.dsspath", "qualname": "DssPath.path_without_date", "kind": "function", "doc": "

Get the DSS path without the date part (D part).

\n\n
Returns:
\n\n
\n

DssPath: A new DssPath object without the date part.

\n
\n", "signature": "(self):", "funcdef": "def"}, {"fullname": "hecdss.dsspath.DssPath.is_time_series", "modulename": "hecdss.dsspath", "qualname": "DssPath.is_time_series", "kind": "function", "doc": "

Check if the DSS path is a time series.

\n\n
Returns:
\n\n
\n

bool: True if the DSS path is a time series, False otherwise.

\n
\n", "signature": "(self):", "funcdef": "def"}, {"fullname": "hecdss.dsspath.DssPath.print", "modulename": "hecdss.dsspath", "qualname": "DssPath.print", "kind": "function", "doc": "

Print the parts of the DSS path.

\n", "signature": "(self):", "funcdef": "def"}, {"fullname": "hecdss.gridded_data", "modulename": "hecdss.gridded_data", "kind": "module", "doc": "

\n"}, {"fullname": "hecdss.gridded_data.NULL_INT", "modulename": "hecdss.gridded_data", "qualname": "NULL_INT", "kind": "variable", "doc": "

\n", "default_value": "-3.4028234663852886e+38"}, {"fullname": "hecdss.gridded_data.GriddedData", "modulename": "hecdss.gridded_data", "qualname": "GriddedData", "kind": "class", "doc": "

Container for gridded (Raster) data.

\n\n
Properties:
\n\n
\n

id (str): DSS pathname.\n type (int): Grid type.\n 400: Undefined grid with time.\n 401: Undefined grid.\n 410: HRAP grid with time reference.\n 411: HRAP grid.\n 420: Albers with time reference.\n 421: Albers.\n 430: Specified Grid with time reference.\n 431: Specified Grid.\n dataType (int): Data type.\n PER_AVER = 0.\n PER_CUM = 1.\n INST_VAL = 2.\n INST_CUM = 3.\n FREQ = 4.\n INVALID = 5.\n lowerLeftCellX (int): X coordinate of the lower left cell.\n lowerLeftCellY (int): Y coordinate of the lower left cell.\n numberOfCellsX (int): Number of cells in the X direction.\n numberOfCellsY (int): Number of cells in the Y direction.\n numberOfRanges (int): Number of ranges.\n srsDefinitionType (int): SRS definition type.\n timeZoneRawOffset (int): Time zone raw offset.\n isInterval (int): Interval flag.\n isTimeStamped (int): Timestamp flag.\n dataUnits (str): Data units.\n dataSource (str): Data source.\n srsName (str): SRS name.\n srsDefinition (str): SRS definition.\n timeZoneID (str): Time zone ID.\n cellSize (float): Cell size.\n xCoordOfGridCellZero (float): X coordinate of grid cell zero.\n yCoordOfGridCellZero (float): Y coordinate of grid cell zero.\n nullValue (float): Null value.\n maxDataValue (float): Maximum data value.\n minDataValue (float): Minimum data value.\n meanDataValue (float): Mean data value.\n rangeLimitTable (list): Range limit table.\n numberEqualOrExceedingRangeLimit (list): Number equal or exceeding range limit.\n data (numpy.ndarray): Data array.

\n
\n"}, {"fullname": "hecdss.gridded_data.GriddedData.__init__", "modulename": "hecdss.gridded_data", "qualname": "GriddedData.__init__", "kind": "function", "doc": "

Initialize a GriddedData object with default values.

\n", "signature": "()"}, {"fullname": "hecdss.gridded_data.GriddedData.id", "modulename": "hecdss.gridded_data", "qualname": "GriddedData.id", "kind": "variable", "doc": "

\n"}, {"fullname": "hecdss.gridded_data.GriddedData.type", "modulename": "hecdss.gridded_data", "qualname": "GriddedData.type", "kind": "variable", "doc": "

\n"}, {"fullname": "hecdss.gridded_data.GriddedData.data_type", "modulename": "hecdss.gridded_data", "qualname": "GriddedData.data_type", "kind": "variable", "doc": "

\n"}, {"fullname": "hecdss.gridded_data.GriddedData.lowerLeftCellX", "modulename": "hecdss.gridded_data", "qualname": "GriddedData.lowerLeftCellX", "kind": "variable", "doc": "

\n"}, {"fullname": "hecdss.gridded_data.GriddedData.lowerLeftCellY", "modulename": "hecdss.gridded_data", "qualname": "GriddedData.lowerLeftCellY", "kind": "variable", "doc": "

\n"}, {"fullname": "hecdss.gridded_data.GriddedData.numberOfCellsX", "modulename": "hecdss.gridded_data", "qualname": "GriddedData.numberOfCellsX", "kind": "variable", "doc": "

\n"}, {"fullname": "hecdss.gridded_data.GriddedData.numberOfCellsY", "modulename": "hecdss.gridded_data", "qualname": "GriddedData.numberOfCellsY", "kind": "variable", "doc": "

\n"}, {"fullname": "hecdss.gridded_data.GriddedData.numberOfRanges", "modulename": "hecdss.gridded_data", "qualname": "GriddedData.numberOfRanges", "kind": "variable", "doc": "

\n"}, {"fullname": "hecdss.gridded_data.GriddedData.srsDefinitionType", "modulename": "hecdss.gridded_data", "qualname": "GriddedData.srsDefinitionType", "kind": "variable", "doc": "

\n"}, {"fullname": "hecdss.gridded_data.GriddedData.timeZoneRawOffset", "modulename": "hecdss.gridded_data", "qualname": "GriddedData.timeZoneRawOffset", "kind": "variable", "doc": "

\n"}, {"fullname": "hecdss.gridded_data.GriddedData.isInterval", "modulename": "hecdss.gridded_data", "qualname": "GriddedData.isInterval", "kind": "variable", "doc": "

\n"}, {"fullname": "hecdss.gridded_data.GriddedData.isTimeStamped", "modulename": "hecdss.gridded_data", "qualname": "GriddedData.isTimeStamped", "kind": "variable", "doc": "

\n"}, {"fullname": "hecdss.gridded_data.GriddedData.dataUnits", "modulename": "hecdss.gridded_data", "qualname": "GriddedData.dataUnits", "kind": "variable", "doc": "

\n"}, {"fullname": "hecdss.gridded_data.GriddedData.dataSource", "modulename": "hecdss.gridded_data", "qualname": "GriddedData.dataSource", "kind": "variable", "doc": "

\n"}, {"fullname": "hecdss.gridded_data.GriddedData.srsName", "modulename": "hecdss.gridded_data", "qualname": "GriddedData.srsName", "kind": "variable", "doc": "

\n"}, {"fullname": "hecdss.gridded_data.GriddedData.srsDefinition", "modulename": "hecdss.gridded_data", "qualname": "GriddedData.srsDefinition", "kind": "variable", "doc": "

\n"}, {"fullname": "hecdss.gridded_data.GriddedData.timeZoneID", "modulename": "hecdss.gridded_data", "qualname": "GriddedData.timeZoneID", "kind": "variable", "doc": "

\n"}, {"fullname": "hecdss.gridded_data.GriddedData.cellSize", "modulename": "hecdss.gridded_data", "qualname": "GriddedData.cellSize", "kind": "variable", "doc": "

\n"}, {"fullname": "hecdss.gridded_data.GriddedData.xCoordOfGridCellZero", "modulename": "hecdss.gridded_data", "qualname": "GriddedData.xCoordOfGridCellZero", "kind": "variable", "doc": "

\n"}, {"fullname": "hecdss.gridded_data.GriddedData.yCoordOfGridCellZero", "modulename": "hecdss.gridded_data", "qualname": "GriddedData.yCoordOfGridCellZero", "kind": "variable", "doc": "

\n"}, {"fullname": "hecdss.gridded_data.GriddedData.nullValue", "modulename": "hecdss.gridded_data", "qualname": "GriddedData.nullValue", "kind": "variable", "doc": "

\n"}, {"fullname": "hecdss.gridded_data.GriddedData.maxDataValue", "modulename": "hecdss.gridded_data", "qualname": "GriddedData.maxDataValue", "kind": "variable", "doc": "

\n"}, {"fullname": "hecdss.gridded_data.GriddedData.minDataValue", "modulename": "hecdss.gridded_data", "qualname": "GriddedData.minDataValue", "kind": "variable", "doc": "

\n"}, {"fullname": "hecdss.gridded_data.GriddedData.meanDataValue", "modulename": "hecdss.gridded_data", "qualname": "GriddedData.meanDataValue", "kind": "variable", "doc": "

\n"}, {"fullname": "hecdss.gridded_data.GriddedData.rangeLimitTable", "modulename": "hecdss.gridded_data", "qualname": "GriddedData.rangeLimitTable", "kind": "variable", "doc": "

\n"}, {"fullname": "hecdss.gridded_data.GriddedData.numberEqualOrExceedingRangeLimit", "modulename": "hecdss.gridded_data", "qualname": "GriddedData.numberEqualOrExceedingRangeLimit", "kind": "variable", "doc": "

\n"}, {"fullname": "hecdss.gridded_data.GriddedData.data", "modulename": "hecdss.gridded_data", "qualname": "GriddedData.data", "kind": "variable", "doc": "

\n"}, {"fullname": "hecdss.gridded_data.GriddedData.range_limit_table", "modulename": "hecdss.gridded_data", "qualname": "GriddedData.range_limit_table", "kind": "function", "doc": "

Calculate the range limit table and the number of values equal or exceeding each range limit.

\n\n
Arguments:
\n\n
    \n
  • minval (float): Minimum value.
    • \n
  • maxval (float): Maximum value.
    • \n
  • range_ (float): Range of values.
    • \n
  • bins (int): Number of bins.
    • \n
  • datasize (int): Size of the data.
    • \n
  • data (numpy.ndarray): Data array.
    • \n
\n", "signature": "(self, minval, maxval, range_, bins, datasize, data):", "funcdef": "def"}, {"fullname": "hecdss.gridded_data.GriddedData.update_grid_info", "modulename": "hecdss.gridded_data", "qualname": "GriddedData.update_grid_info", "kind": "function", "doc": "

Update grid information based on the data array.

\n", "signature": "(self):", "funcdef": "def"}, {"fullname": "hecdss.gridded_data.GriddedData.create", "modulename": "hecdss.gridded_data", "qualname": "GriddedData.create", "kind": "function", "doc": "

Create a new GriddedData object with the specified parameters.

\n\n
Arguments:
\n\n
    \n
  • path (str, optional): DSS pathname. Defaults to None.
    • \n
  • type (int, optional): Grid type. Defaults to 420.
    • \n
  • dataType (int, optional): Data type. Defaults to 1.
    • \n
  • lowerLeftCellX (int, optional): X coordinate of the lower left cell. Defaults to 0.
    • \n
  • lowerLeftCellY (int, optional): Y coordinate of the lower left cell. Defaults to 0.
    • \n
  • numberOfCellsX (int, optional): Number of cells in the X direction. Defaults to 0.
    • \n
  • numberOfCellsY (int, optional): Number of cells in the Y direction. Defaults to 0.
    • \n
  • numberOfRanges (int, optional): Number of ranges. Defaults to 0.
    • \n
  • srsDefinitionType (int, optional): SRS definition type. Defaults to 0.
    • \n
  • timeZoneRawOffset (int, optional): Time zone raw offset. Defaults to 0.
    • \n
  • isInterval (int, optional): Interval flag. Defaults to 0.
    • \n
  • isTimeStamped (int, optional): Timestamp flag. Defaults to 0.
    • \n
  • dataUnits (str, optional): Data units. Defaults to \"MM\".
    • \n
  • dataSource (str, optional): Data source. Defaults to \"\".
    • \n
  • srsName (str, optional): SRS name. Defaults to \"WKT\".
    • \n
  • srsDefinition (str, optional): SRS definition. Defaults to a specific Albers projection.
    • \n
  • timeZoneID (str, optional): Time zone ID. Defaults to \"\".
    • \n
  • cellSize (float, optional): Cell size. Defaults to 2000.0.
    • \n
  • xCoordOfGridCellZero (float, optional): X coordinate of grid cell zero. Defaults to 0.0.
    • \n
  • yCoordOfGridCellZero (float, optional): Y coordinate of grid cell zero. Defaults to 0.0.
    • \n
  • nullValue (float, optional): Null value. Defaults to 0.0.
    • \n
  • maxDataValue (float, optional): Maximum data value. Defaults to 0.0.
    • \n
  • minDataValue (float, optional): Minimum data value. Defaults to 0.0.
    • \n
  • meanDataValue (float, optional): Mean data value. Defaults to 0.0.
    • \n
  • rangeLimitTable (list, optional): Range limit table. Defaults to [].
    • \n
  • numberEqualOrExceedingRangeLimit (list, optional): Number equal or exceeding range limit. Defaults to [].
    • \n
  • data (numpy.ndarray, optional): Data array. Defaults to np.zeros(0).
    • \n
\n\n
Returns:
\n\n
\n

GriddedData: A new GriddedData object.

\n
\n", "signature": "(\tpath=None,\ttype=420,\tdataType=1,\tlowerLeftCellX=0,\tlowerLeftCellY=0,\tnumberOfCellsX=0,\tnumberOfCellsY=0,\tnumberOfRanges=0,\tsrsDefinitionType=0,\ttimeZoneRawOffset=0,\tisInterval=0,\tisTimeStamped=0,\tdataUnits='MM',\tdataSource='',\tsrsName='WKT',\tsrsDefinition='PROJCS["USA_Contiguous_Albers_Equal_Area_Conic_USGS_version",GEOGCS["GCS_North_American_1983",DATUM["D_North_American_1983",SPHEROID["GRS_1980",6378137.0,298.257222101]],PRIMEM["Greenwich",0.0],UNIT["Degree",0.0174532925199433]],PROJECTION["Albers"],PARAMETER["False_Easting",0.0],PARAMETER["False_Northing",0.0],PARAMETER["Central_Meridian",-96.0],PARAMETER["Standard_Parallel_1",29.5],PARAMETER["Standard_Parallel_2",45.5],PARAMETER["Latitude_Of_Origin",23.0],UNIT["Meter",1.0]]',\ttimeZoneID='',\tcellSize=2000.0,\txCoordOfGridCellZero=0.0,\tyCoordOfGridCellZero=0.0,\tnullValue=0.0,\tmaxDataValue=0.0,\tminDataValue=0.0,\tmeanDataValue=0.0,\trangeLimitTable=[],\tnumberEqualOrExceedingRangeLimit=[],\tdata=array([], dtype=float64)):", "funcdef": "def"}, {"fullname": "hecdss.hecdss", "modulename": "hecdss.hecdss", "kind": "module", "doc": "

Docstring for public module.

\n"}, {"fullname": "hecdss.hecdss.DSS_UNDEFINED_VALUE", "modulename": "hecdss.hecdss", "qualname": "DSS_UNDEFINED_VALUE", "kind": "variable", "doc": "

\n", "default_value": "-3.4028234663852886e+38"}, {"fullname": "hecdss.hecdss.HecDss", "modulename": "hecdss.hecdss", "qualname": "HecDss", "kind": "class", "doc": "

Main class for working with DSS files

\n"}, {"fullname": "hecdss.hecdss.HecDss.__init__", "modulename": "hecdss.hecdss", "qualname": "HecDss.__init__", "kind": "function", "doc": "

constructor for HecDSS

\n\n
Arguments:
\n\n
    \n
  • filename (str): DSS filename to be opened; it will be created if it doesn't exist.
    • \n
\n", "signature": "(filename: str)"}, {"fullname": "hecdss.hecdss.HecDss.close", "modulename": "hecdss.hecdss", "qualname": "HecDss.close", "kind": "function", "doc": "

closes the DSS file and releases any locks

\n", "signature": "(self):", "funcdef": "def"}, {"fullname": "hecdss.hecdss.HecDss.get_record_type", "modulename": "hecdss.hecdss", "qualname": "HecDss.get_record_type", "kind": "function", "doc": "

Get the record type for a given DSS pathname.

\n\n
Arguments:
\n\n
    \n
  • pathname (str): The DSS pathname for which to get the record type.
    • \n
\n\n
Returns:
\n\n
\n

RecordType: The record type of the given DSS pathname.

\n
\n", "signature": "(self, pathname: str) -> hecdss.record_type.RecordType:", "funcdef": "def"}, {"fullname": "hecdss.hecdss.HecDss.get", "modulename": "hecdss.hecdss", "qualname": "HecDss.get", "kind": "function", "doc": "

\n", "signature": "(self, pathname: str, startdatetime=None, enddatetime=None):", "funcdef": "def"}, {"fullname": "hecdss.hecdss.HecDss.put", "modulename": "hecdss.hecdss", "qualname": "HecDss.put", "kind": "function", "doc": "

puts data into the DSS file

\n\n
Arguments:
\n\n
    \n
  • container (varies): RegularTimeSeries, IrregularTimeSeries, PairedData, GriddedData, ArrayContainer
    • \n
\n\n
Raises:
\n\n
    \n
  • NotImplementedError: if saving the type of container is not supported.
    • \n
\n\n
Returns:
\n\n
\n

int: status of zero when successful. Non zero for errors.

\n
\n", "signature": "(self, container) -> int:", "funcdef": "def"}, {"fullname": "hecdss.hecdss.HecDss.get_catalog", "modulename": "hecdss.hecdss", "qualname": "HecDss.get_catalog", "kind": "function", "doc": "

gets the DSS Catalog of all items in the DSS file

\n\n
Returns:
\n\n
\n

Catalog: Catalog

\n
\n", "signature": "(self) -> hecdss.catalog.Catalog:", "funcdef": "def"}, {"fullname": "hecdss.hecdss.HecDss.record_count", "modulename": "hecdss.hecdss", "qualname": "HecDss.record_count", "kind": "function", "doc": "

get the number of records stored in the dss file

\n\n
Returns:
\n\n
\n

int: number of items (includes aliases)

\n
\n", "signature": "(self) -> int:", "funcdef": "def"}, {"fullname": "hecdss.hecdss.HecDss.set_debug_level", "modulename": "hecdss.hecdss", "qualname": "HecDss.set_debug_level", "kind": "function", "doc": "

sets the DSS debug level.

\n\n
Arguments:
\n\n
    \n
  • level (int): a value between 0 and 15. Larger for more output
    • \n
\n\n
Returns:
\n\n
\n

int: _description_

\n
\n", "signature": "(self, level) -> int:", "funcdef": "def"}, {"fullname": "hecdss.irregular_timeseries", "modulename": "hecdss.irregular_timeseries", "kind": "module", "doc": "

\n"}, {"fullname": "hecdss.irregular_timeseries.IrregularTimeSeries", "modulename": "hecdss.irregular_timeseries", "qualname": "IrregularTimeSeries", "kind": "class", "doc": "

container for time-series data that is not at a consistent interval.\ndata is stored internally as a numpy array

\n"}, {"fullname": "hecdss.irregular_timeseries.IrregularTimeSeries.__init__", "modulename": "hecdss.irregular_timeseries", "qualname": "IrregularTimeSeries.__init__", "kind": "function", "doc": "

Initialize an IrregularTimeSeries object with default values.

\n", "signature": "()"}, {"fullname": "hecdss.irregular_timeseries.IrregularTimeSeries.times", "modulename": "hecdss.irregular_timeseries", "qualname": "IrregularTimeSeries.times", "kind": "variable", "doc": "

\n"}, {"fullname": "hecdss.irregular_timeseries.IrregularTimeSeries.values", "modulename": "hecdss.irregular_timeseries", "qualname": "IrregularTimeSeries.values", "kind": "variable", "doc": "

\n"}, {"fullname": "hecdss.irregular_timeseries.IrregularTimeSeries.quality", "modulename": "hecdss.irregular_timeseries", "qualname": "IrregularTimeSeries.quality", "kind": "variable", "doc": "

\n"}, {"fullname": "hecdss.irregular_timeseries.IrregularTimeSeries.units", "modulename": "hecdss.irregular_timeseries", "qualname": "IrregularTimeSeries.units", "kind": "variable", "doc": "

\n"}, {"fullname": "hecdss.irregular_timeseries.IrregularTimeSeries.data_type", "modulename": "hecdss.irregular_timeseries", "qualname": "IrregularTimeSeries.data_type", "kind": "variable", "doc": "

\n"}, {"fullname": "hecdss.irregular_timeseries.IrregularTimeSeries.interval", "modulename": "hecdss.irregular_timeseries", "qualname": "IrregularTimeSeries.interval", "kind": "variable", "doc": "

\n"}, {"fullname": "hecdss.irregular_timeseries.IrregularTimeSeries.start_date", "modulename": "hecdss.irregular_timeseries", "qualname": "IrregularTimeSeries.start_date", "kind": "variable", "doc": "

\n"}, {"fullname": "hecdss.irregular_timeseries.IrregularTimeSeries.time_granularity_seconds", "modulename": "hecdss.irregular_timeseries", "qualname": "IrregularTimeSeries.time_granularity_seconds", "kind": "variable", "doc": "

\n"}, {"fullname": "hecdss.irregular_timeseries.IrregularTimeSeries.julian_base_date", "modulename": "hecdss.irregular_timeseries", "qualname": "IrregularTimeSeries.julian_base_date", "kind": "variable", "doc": "

\n"}, {"fullname": "hecdss.irregular_timeseries.IrregularTimeSeries.id", "modulename": "hecdss.irregular_timeseries", "qualname": "IrregularTimeSeries.id", "kind": "variable", "doc": "

\n"}, {"fullname": "hecdss.irregular_timeseries.IrregularTimeSeries.add_data_point", "modulename": "hecdss.irregular_timeseries", "qualname": "IrregularTimeSeries.add_data_point", "kind": "function", "doc": "

append a date,value to this time-series

\n", "signature": "(self, date, value):", "funcdef": "def"}, {"fullname": "hecdss.irregular_timeseries.IrregularTimeSeries.get_value_at", "modulename": "hecdss.irregular_timeseries", "qualname": "IrregularTimeSeries.get_value_at", "kind": "function", "doc": "

Retrieve the value at a specific date in the time-series.

\n\n

Parameters:\ndate (datetime): The date for which to retrieve the value.

\n\n

Returns:\nfloat or None: The value at the specified date if it exists, otherwise None.

\n", "signature": "(self, date):", "funcdef": "def"}, {"fullname": "hecdss.irregular_timeseries.IrregularTimeSeries.get_values", "modulename": "hecdss.irregular_timeseries", "qualname": "IrregularTimeSeries.get_values", "kind": "function", "doc": "

Retrieve all values in the time-series.

\n\n

Returns:\nnumpy.ndarray: An array of all values in the time-series.

\n", "signature": "(self):", "funcdef": "def"}, {"fullname": "hecdss.irregular_timeseries.IrregularTimeSeries.get_dates", "modulename": "hecdss.irregular_timeseries", "qualname": "IrregularTimeSeries.get_dates", "kind": "function", "doc": "

Retrieve all dates in the time-series.

\n\n

Returns:\nlist of datetime: A list of all dates in the time-series.

\n", "signature": "(self):", "funcdef": "def"}, {"fullname": "hecdss.irregular_timeseries.IrregularTimeSeries.get_length", "modulename": "hecdss.irregular_timeseries", "qualname": "IrregularTimeSeries.get_length", "kind": "function", "doc": "

Retrieve the number of data points in the time-series.

\n\n

Returns:\nint: The number of data points in the time-series.

\n", "signature": "(self):", "funcdef": "def"}, {"fullname": "hecdss.irregular_timeseries.IrregularTimeSeries.print_to_console", "modulename": "hecdss.irregular_timeseries", "qualname": "IrregularTimeSeries.print_to_console", "kind": "function", "doc": "

Print the time-series data to the console in a readable format.

\n", "signature": "(self):", "funcdef": "def"}, {"fullname": "hecdss.irregular_timeseries.IrregularTimeSeries.create", "modulename": "hecdss.irregular_timeseries", "qualname": "IrregularTimeSeries.create", "kind": "function", "doc": "

Retrieve the value at a specific date in the time-series.

\n\n

Parameters:\ndate (datetime): The date for which to retrieve the value.

\n\n

Returns:\nfloat or None: The value at the specified date if it exists, otherwise None.

\n", "signature": "(\tvalues,\ttimes,\tquality=[],\tunits='',\tdata_type='',\tinterval=0,\tstart_date='',\ttime_granularity_seconds=1,\tjulian_base_date=None,\tpath=None):", "funcdef": "def"}, {"fullname": "hecdss.native", "modulename": "hecdss.native", "kind": "module", "doc": "

\n"}, {"fullname": "hecdss.paired_data", "modulename": "hecdss.paired_data", "kind": "module", "doc": "

\n"}, {"fullname": "hecdss.paired_data.PairedData", "modulename": "hecdss.paired_data", "qualname": "PairedData", "kind": "class", "doc": "

\n"}, {"fullname": "hecdss.paired_data.PairedData.__init__", "modulename": "hecdss.paired_data", "qualname": "PairedData.__init__", "kind": "function", "doc": "

Initialize a PairedData object with default values.

\n", "signature": "()"}, {"fullname": "hecdss.paired_data.PairedData.id", "modulename": "hecdss.paired_data", "qualname": "PairedData.id", "kind": "variable", "doc": "

\n"}, {"fullname": "hecdss.paired_data.PairedData.ordinates", "modulename": "hecdss.paired_data", "qualname": "PairedData.ordinates", "kind": "variable", "doc": "

\n"}, {"fullname": "hecdss.paired_data.PairedData.values", "modulename": "hecdss.paired_data", "qualname": "PairedData.values", "kind": "variable", "doc": "

\n"}, {"fullname": "hecdss.paired_data.PairedData.labels", "modulename": "hecdss.paired_data", "qualname": "PairedData.labels", "kind": "variable", "doc": "

\n"}, {"fullname": "hecdss.paired_data.PairedData.type_independent", "modulename": "hecdss.paired_data", "qualname": "PairedData.type_independent", "kind": "variable", "doc": "

\n"}, {"fullname": "hecdss.paired_data.PairedData.type_dependent", "modulename": "hecdss.paired_data", "qualname": "PairedData.type_dependent", "kind": "variable", "doc": "

\n"}, {"fullname": "hecdss.paired_data.PairedData.units_independent", "modulename": "hecdss.paired_data", "qualname": "PairedData.units_independent", "kind": "variable", "doc": "

\n"}, {"fullname": "hecdss.paired_data.PairedData.units_dependent", "modulename": "hecdss.paired_data", "qualname": "PairedData.units_dependent", "kind": "variable", "doc": "

\n"}, {"fullname": "hecdss.paired_data.PairedData.location_information", "modulename": "hecdss.paired_data", "qualname": "PairedData.location_information", "kind": "variable", "doc": "

\n"}, {"fullname": "hecdss.paired_data.PairedData.curve_count", "modulename": "hecdss.paired_data", "qualname": "PairedData.curve_count", "kind": "function", "doc": "

Retrieve the number of curves in the paired data.

\n\n

Returns:\nint: The number of curves.

\n", "signature": "(self):", "funcdef": "def"}, {"fullname": "hecdss.paired_data.PairedData.create", "modulename": "hecdss.paired_data", "qualname": "PairedData.create", "kind": "function", "doc": "

Create a PairedData object with the provided data.

\n\n

Parameters:\nx_values (list of float): The independent variable values.\ny_values (list of list of float): The dependent variable values.\nlabels (list of str, optional): The labels for the dependent variables. Defaults to an empty list.\nx_units (str, optional): The units of the independent variable. Defaults to an empty string.\nx_type (str, optional): The type of the independent variable. Defaults to an empty string.\ny_units (str, optional): The units of the dependent variable. Defaults to an empty string.\ny_type (str, optional): The type of the dependent variable. Defaults to an empty string.\npath (str, optional): The path identifier for the paired data. Defaults to None.

\n\n

Returns:\nPairedData: An instance of the PairedData class.

\n", "signature": "(\tx_values,\ty_values,\tlabels=[],\tx_units='',\tx_type='',\ty_units='',\ty_type='',\tpath=None):", "funcdef": "def"}, {"fullname": "hecdss.record_type", "modulename": "hecdss.record_type", "kind": "module", "doc": "

\n"}, {"fullname": "hecdss.record_type.RecordType", "modulename": "hecdss.record_type", "qualname": "RecordType", "kind": "class", "doc": "

RecordType is an enumeration of DSS data types

\n\n
Returns:
\n\n
\n

RecordType: the record type

\n
\n", "bases": "enum.Enum"}, {"fullname": "hecdss.record_type.RecordType.Unknown", "modulename": "hecdss.record_type", "qualname": "RecordType.Unknown", "kind": "variable", "doc": "

\n", "default_value": "<RecordType.Unknown: 0>"}, {"fullname": "hecdss.record_type.RecordType.RegularTimeSeriesProfile", "modulename": "hecdss.record_type", "qualname": "RecordType.RegularTimeSeriesProfile", "kind": "variable", "doc": "

\n", "default_value": "<RecordType.RegularTimeSeriesProfile: 1>"}, {"fullname": "hecdss.record_type.RecordType.RegularTimeSeries", "modulename": "hecdss.record_type", "qualname": "RecordType.RegularTimeSeries", "kind": "variable", "doc": "

\n", "default_value": "<RecordType.RegularTimeSeries: 2>"}, {"fullname": "hecdss.record_type.RecordType.IrregularTimeSeries", "modulename": "hecdss.record_type", "qualname": "RecordType.IrregularTimeSeries", "kind": "variable", "doc": "

\n", "default_value": "<RecordType.IrregularTimeSeries: 3>"}, {"fullname": "hecdss.record_type.RecordType.PairedData", "modulename": "hecdss.record_type", "qualname": "RecordType.PairedData", "kind": "variable", "doc": "

\n", "default_value": "<RecordType.PairedData: 4>"}, {"fullname": "hecdss.record_type.RecordType.Text", "modulename": "hecdss.record_type", "qualname": "RecordType.Text", "kind": "variable", "doc": "

\n", "default_value": "<RecordType.Text: 5>"}, {"fullname": "hecdss.record_type.RecordType.Grid", "modulename": "hecdss.record_type", "qualname": "RecordType.Grid", "kind": "variable", "doc": "

\n", "default_value": "<RecordType.Grid: 6>"}, {"fullname": "hecdss.record_type.RecordType.Tin", "modulename": "hecdss.record_type", "qualname": "RecordType.Tin", "kind": "variable", "doc": "

\n", "default_value": "<RecordType.Tin: 7>"}, {"fullname": "hecdss.record_type.RecordType.LocationInfo", "modulename": "hecdss.record_type", "qualname": "RecordType.LocationInfo", "kind": "variable", "doc": "

\n", "default_value": "<RecordType.LocationInfo: 8>"}, {"fullname": "hecdss.record_type.RecordType.Array", "modulename": "hecdss.record_type", "qualname": "RecordType.Array", "kind": "variable", "doc": "

\n", "default_value": "<RecordType.Array: 9>"}, {"fullname": "hecdss.record_type.RecordType.SUPPORTED_RECORD_TYPES", "modulename": "hecdss.record_type", "qualname": "RecordType.SUPPORTED_RECORD_TYPES", "kind": "variable", "doc": "

\n", "default_value": "<RecordType.SUPPORTED_RECORD_TYPES: ['IrregularTimeSeries', 'RegularTimeSeries', 'PairedData', 'GriddedData', 'ArrayContainer']>"}, {"fullname": "hecdss.record_type.RecordType.RecordTypeFromInt", "modulename": "hecdss.record_type", "qualname": "RecordType.RecordTypeFromInt", "kind": "function", "doc": "

Returns RecordType Enumeration from integer value

\n", "signature": "(recType):", "funcdef": "def"}, {"fullname": "hecdss.regular_timeseries", "modulename": "hecdss.regular_timeseries", "kind": "module", "doc": "

\n"}, {"fullname": "hecdss.regular_timeseries.RegularTimeSeries", "modulename": "hecdss.regular_timeseries", "qualname": "RegularTimeSeries", "kind": "class", "doc": "

\n"}, {"fullname": "hecdss.regular_timeseries.RegularTimeSeries.__init__", "modulename": "hecdss.regular_timeseries", "qualname": "RegularTimeSeries.__init__", "kind": "function", "doc": "

Initializes a new instance of the RegularTimeSeries class.

\n", "signature": "()"}, {"fullname": "hecdss.regular_timeseries.RegularTimeSeries.times", "modulename": "hecdss.regular_timeseries", "qualname": "RegularTimeSeries.times", "kind": "variable", "doc": "

\n"}, {"fullname": "hecdss.regular_timeseries.RegularTimeSeries.values", "modulename": "hecdss.regular_timeseries", "qualname": "RegularTimeSeries.values", "kind": "variable", "doc": "

\n"}, {"fullname": "hecdss.regular_timeseries.RegularTimeSeries.quality", "modulename": "hecdss.regular_timeseries", "qualname": "RegularTimeSeries.quality", "kind": "variable", "doc": "

\n"}, {"fullname": "hecdss.regular_timeseries.RegularTimeSeries.units", "modulename": "hecdss.regular_timeseries", "qualname": "RegularTimeSeries.units", "kind": "variable", "doc": "

\n"}, {"fullname": "hecdss.regular_timeseries.RegularTimeSeries.data_type", "modulename": "hecdss.regular_timeseries", "qualname": "RegularTimeSeries.data_type", "kind": "variable", "doc": "

\n"}, {"fullname": "hecdss.regular_timeseries.RegularTimeSeries.interval", "modulename": "hecdss.regular_timeseries", "qualname": "RegularTimeSeries.interval", "kind": "variable", "doc": "

\n"}, {"fullname": "hecdss.regular_timeseries.RegularTimeSeries.start_date", "modulename": "hecdss.regular_timeseries", "qualname": "RegularTimeSeries.start_date", "kind": "variable", "doc": "

\n"}, {"fullname": "hecdss.regular_timeseries.RegularTimeSeries.time_granularity_seconds", "modulename": "hecdss.regular_timeseries", "qualname": "RegularTimeSeries.time_granularity_seconds", "kind": "variable", "doc": "

\n"}, {"fullname": "hecdss.regular_timeseries.RegularTimeSeries.id", "modulename": "hecdss.regular_timeseries", "qualname": "RegularTimeSeries.id", "kind": "variable", "doc": "

\n"}, {"fullname": "hecdss.regular_timeseries.RegularTimeSeries.add_data_point", "modulename": "hecdss.regular_timeseries", "qualname": "RegularTimeSeries.add_data_point", "kind": "function", "doc": "

Adds a data point to the time series.

\n\n
Arguments:
\n\n
    \n
  • date (datetime): The date of the data point.
    • \n
  • value (float): The value of the data point.
    • \n
  • flag (int, optional): The quality flag of the data point. Defaults to None.
    • \n
\n", "signature": "(self, date, value, flag=None):", "funcdef": "def"}, {"fullname": "hecdss.regular_timeseries.RegularTimeSeries.get_value_at", "modulename": "hecdss.regular_timeseries", "qualname": "RegularTimeSeries.get_value_at", "kind": "function", "doc": "

Retrieves the value at a specific date.

\n\n
Arguments:
\n\n
    \n
  • date (datetime): The date for which to retrieve the value.
    • \n
\n\n
Returns:
\n\n
\n

float: The value at the specified date, or None if the date is not found.

\n
\n", "signature": "(self, date):", "funcdef": "def"}, {"fullname": "hecdss.regular_timeseries.RegularTimeSeries.get_values", "modulename": "hecdss.regular_timeseries", "qualname": "RegularTimeSeries.get_values", "kind": "function", "doc": "

Retrieves all values in the time series.

\n\n
Returns:
\n\n
\n

numpy.ndarray: An array of all values in the time series.

\n
\n", "signature": "(self):", "funcdef": "def"}, {"fullname": "hecdss.regular_timeseries.RegularTimeSeries.get_dates", "modulename": "hecdss.regular_timeseries", "qualname": "RegularTimeSeries.get_dates", "kind": "function", "doc": "

Retrieves all dates in the time series.

\n\n
Returns:
\n\n
\n

list: A list of all dates in the time series.

\n
\n", "signature": "(self):", "funcdef": "def"}, {"fullname": "hecdss.regular_timeseries.RegularTimeSeries.get_length", "modulename": "hecdss.regular_timeseries", "qualname": "RegularTimeSeries.get_length", "kind": "function", "doc": "

Retrieves the number of data points in the time series.

\n\n
Returns:
\n\n
\n

int: The number of data points in the time series.

\n
\n", "signature": "(self):", "funcdef": "def"}, {"fullname": "hecdss.regular_timeseries.RegularTimeSeries.print_to_console", "modulename": "hecdss.regular_timeseries", "qualname": "RegularTimeSeries.print_to_console", "kind": "function", "doc": "

Prints the time series data to the console.

\n", "signature": "(self):", "funcdef": "def"}, {"fullname": "hecdss.regular_timeseries.RegularTimeSeries.create", "modulename": "hecdss.regular_timeseries", "qualname": "RegularTimeSeries.create", "kind": "function", "doc": "

Creates a new instance of the RegularTimeSeries class with the specified parameters.

\n\n
Arguments:
\n\n
    \n
  • values (list): List of data values.
    • \n
  • times (list, optional): List of time values. Defaults to [].
    • \n
  • quality (list, optional): List of quality values. Defaults to [].
    • \n
  • units (str, optional): Units of the data. Defaults to \"\".
    • \n
  • data_type (str, optional): Type of the data. Defaults to \"\".
    • \n
  • interval (str, optional): Interval of the time series. Defaults to \"\".
    • \n
  • start_date (str, optional): Start date of the time series. Defaults to \"\".
    • \n
  • time_granularity_seconds (int, optional): Time granularity in seconds. Defaults to 1.
    • \n
  • julian_base_date (int, optional): Julian base date. Defaults to 0.
    • \n
  • path (str, optional): DSS path. Defaults to None.
    • \n
\n\n
Returns:
\n\n
\n

RegularTimeSeries: A new instance of the RegularTimeSeries class.

\n
\n", "signature": "(\tvalues,\ttimes=[],\tquality=[],\tunits='',\tdata_type='',\tinterval='',\tstart_date='',\ttime_granularity_seconds=1,\tjulian_base_date=0,\tpath=None):", "funcdef": "def"}]; + + // mirrored in build-search-index.js (part 1) + // Also split on html tags. this is a cheap heuristic, but good enough. + elasticlunr.tokenizer.setSeperator(/[\s\-.;&_'"=,()]+|<[^>]*>/); + + let searchIndex; + if (docs._isPrebuiltIndex) { + console.info("using precompiled search index"); + searchIndex = elasticlunr.Index.load(docs); + } else { + console.time("building search index"); + // mirrored in build-search-index.js (part 2) + searchIndex = elasticlunr(function () { + this.pipeline.remove(elasticlunr.stemmer); + this.pipeline.remove(elasticlunr.stopWordFilter); + this.addField("qualname"); + this.addField("fullname"); + this.addField("annotation"); + this.addField("default_value"); + this.addField("signature"); + this.addField("bases"); + this.addField("doc"); + this.setRef("fullname"); + }); + for (let doc of docs) { + searchIndex.addDoc(doc); + } + console.timeEnd("building search index"); + } + + return (term) => searchIndex.search(term, { + fields: { + qualname: {boost: 4}, + fullname: {boost: 2}, + annotation: {boost: 2}, + default_value: {boost: 2}, + signature: {boost: 2}, + bases: {boost: 2}, + doc: {boost: 1}, + }, + expand: true + }); +})(); \ No newline at end of file diff --git a/dsspath.py b/dsspath.py deleted file mode 100644 index ad95bd5..0000000 --- a/dsspath.py +++ /dev/null @@ -1,45 +0,0 @@ -from record_type import RecordType - -class DssPath: - """manage parts of DSS path /A/B/C/D/E/F/ - condenses D part for timeseries records - """ - - _timeSeriesFamily = [ RecordType.IrregularTimeSeries, RecordType.RegularTimeSeries, RecordType.RegularTimeSeriesProfile ] - - - def __init__(self,path,recType): - """ - path is raw dss pathname - recType is a RecordType , such as RecordType.RegularTimeSeries - """ - if path[0]!='/' or path[-1]!= '/': - raise Exception("Invalid DSS Path: '"+path+"'") - path = path[1:-1] # remove beginning and ending '/' - self.rawPath= path - - split_parts = path.split('/') - if len(split_parts) >= 6: - self.A, self.B, self.C, self.D, self.E, self.F = split_parts[:6] - self.recType = recType - - def __str__(self): - return "/"+self.A+"/"+self.B+"/"+self.C+"/"+self.D+"/"+self.E+"/"+self.F+"/" - - def pathWithoutDate(self): - s = "/"+self.A+"/"+self.B+"/"+self.C+"//"+self.E+"/"+self.F+"/" - rval = DssPath(s,self.recType) - return rval - - def isTimeSeries(self): - return self.recType in DssPath._timeSeriesFamily - - def print(self): - print("a:"+self.path.A) - print("b:"+self.path.B) - print("c:"+self.path.C) - print("d:"+self.path.D) - print("e:"+self.path.E) - print("f:"+self.path.F) - - \ No newline at end of file diff --git a/examples/rainfall_parser/DssWriter.py b/examples/rainfall_parser/DssWriter.py new file mode 100644 index 0000000..9ec19d3 --- /dev/null +++ b/examples/rainfall_parser/DssWriter.py @@ -0,0 +1,28 @@ +from datetime import datetime + +from hecdss.hecdss import HecDss +from hecdss.hecdss import RegularTimeSeries + + +class DssWriter: + + def __init__(self, filename): + self.filename = filename + + def write_to_dss(self ,df, path): + + if len(df.columns) != 1: + raise ValueError("DataFrame should contain only one column of data.") + + dss = HecDss(self.filename) + print("record count = " + str(dss.record_count())) + tsc = RegularTimeSeries() + tsc.id = path + tsc.values = df[df.columns[0]].values.astype(float) + tsc.times = df.index.tolist() + tsc.units = df.units + tsc.data_type = df.data_type + + dss.put(tsc) + dss.close() + diff --git a/examples/rainfall_parser/rainfall_sim.csv b/examples/rainfall_parser/rainfall_sim.csv new file mode 100644 index 0000000..2444da6 --- /dev/null +++ b/examples/rainfall_parser/rainfall_sim.csv @@ -0,0 +1,18688 @@ +Site ID,Condition,Plot number,Year,Month,Day,Run,Time,Precipitation (mm/hr),Precipitation (mm/min),Run-on,Runoff (mm/hr),Runoff (CMS),Sediment concentration,Sediment discharge,Velocity max,Velocity mean +ER2, N,1,2013,7,30,DRY,0,73.66,1.227666667,0,0,0,NA,NA,NA,NA +ER2, N,1,2013,7,30,DRY,6.33,73.66,1.227666667,0,0,0,NA,NA,NA,NA +ER2, N,1,2013,7,30,DRY,7,73.66,1.227666667,0,4.86,0.0000162,0.42,0.06,NA,NA +ER2, N,1,2013,7,30,DRY,9,73.66,1.227666667,0,8.35,0.000027833,0.54,0.15,NA,NA +ER2, N,1,2013,7,30,DRY,11,73.66,1.227666667,0,10.25,0.000034167,0.33,0.11,NA,NA +ER2, N,1,2013,7,30,DRY,15,73.66,1.227666667,0,13.68,0.0000456,0.4,0.18,NA,NA +ER2, N,1,2013,7,30,DRY,20,73.66,1.227666667,0,13.59,0.0000453,0.33,0.15,NA,NA +ER2, N,1,2013,7,30,DRY,25,73.66,1.227666667,0,13.59,0.0000453,0.26,0.12,NA,NA +ER2, N,1,2013,7,30,DRY,35,73.66,1.227666667,0,9.28,0.000030933,0.11,0.03,NA,NA +ER2, N,1,2013,7,30,DRY,40,73.66,1.227666667,0,9.44,0.000031467,0.28,0.08,NA,NA +ER2, N,1,2013,7,30,DRY,45,0,0,0,9.44,0.000031467,0.15,0.05,NA,NA +ER2, N,1,2013,7,30,DRY,45.67,0,0,0,3.9,0.000013,0.08,0.01,NA,NA +ER2, N,1,2013,7,30,DRY,46.33,0,0,0,0,0,NA,NA,NA,NA +ER2, N,1,2013,7,30,WET,0,73.66,1.227666667,0,0,0,NA,NA,NA,NA +ER2, N,1,2013,7,30,WET,4.58,73.66,1.227666667,0,0,0,NA,NA,NA,NA +ER2, N,1,2013,7,30,WET,6,73.66,1.227666667,0,5.91,0.0000197,0.38,0.07,NA,NA +ER2, N,1,2013,7,30,WET,8,73.66,1.227666667,0,14.25,0.0000475,0.23,0.11,NA,NA +ER2, N,1,2013,7,30,WET,9,73.66,1.227666667,0,15.32,0.000051067,NA,NA,NA,NA +ER2, N,1,2013,7,30,WET,10,73.66,1.227666667,0,16.62,0.0000554,0.2,0.11,0.083,0.014 +ER2, N,1,2013,7,30,WET,13,73.66,1.227666667,0,16.62,0.0000554,0.15,0.08,NA,NA +ER2, N,1,2013,7,30,WET,14,73.66,1.227666667,0,17.76,0.0000592,0.16,0.1,NA,NA +ER2, N,1,2013,7,30,WET,17,93.72,1.562,0,19.59,0.0000653,0.15,0.09,NA,NA +ER2, N,1,2013,7,30,WET,19,93.72,1.562,0,42.59,0.000141967,0.22,0.32,NA,NA +ER2, N,1,2013,7,30,WET,21,93.72,1.562,0,49.83,0.0001661,0.18,0.3,NA,NA +ER2, N,1,2013,7,30,WET,22,93.72,1.562,0,53.21,0.000177367,0.16,0.29,NA,NA +ER2, N,1,2013,7,30,WET,23,93.72,1.562,0,53.21,0.000177367,0.33,0.59,0.071,0.018 +ER2, N,1,2013,7,30,WET,25,93.72,1.562,0,53.21,0.000177367,0.16,0.3,NA,NA +ER2, N,1,2013,7,30,WET,30,118.61,1.976833333,0,53.21,0.000177367,0.09,0.16,NA,NA +ER2, N,1,2013,7,30,WET,32,118.61,1.976833333,0,72.35,0.000241167,0.13,0.33,NA,NA +ER2, N,1,2013,7,30,WET,34,118.61,1.976833333,0,72.94,0.000243133,0.12,0.31,NA,NA +ER2, N,1,2013,7,30,WET,35,118.61,1.976833333,0,72.94,0.000243133,0.11,0.29,NA,NA +ER2, N,1,2013,7,30,WET,36,118.61,1.976833333,0,72.94,0.000243133,NA,NA,0.066,0.022 +ER2, N,1,2013,7,30,WET,38,118.61,1.976833333,0,72.94,0.000243133,0.13,0.32,NA,NA +ER2, N,1,2013,7,30,WET,42,153.41,2.556833333,0,72.94,0.000243133,0.08,0.21,NA,NA +ER2, N,1,2013,7,30,WET,44,153.41,2.556833333,0,102.61,0.000342033,0.16,0.58,NA,NA +ER2, N,1,2013,7,30,WET,46,153.41,2.556833333,0,108.89,0.000362967,0.13,0.49,NA,NA +ER2, N,1,2013,7,30,WET,47,153.41,2.556833333,0,108.89,0.000362967,0.11,0.41,NA,NA +ER2, N,1,2013,7,30,WET,48,153.41,2.556833333,0,108.89,0.000362967,0.12,0.44,0.084,0.031 +ER2, N,1,2013,7,30,WET,50,153.41,2.556833333,0,108.89,0.000362967,0.13,0.51,NA,NA +ER2, N,1,2013,7,30,WET,52,167.38,2.789666667,0,108.89,0.000362967,0.13,0.49,NA,NA +ER2, N,1,2013,7,30,WET,54,167.38,2.789666667,0,124.94,0.000416467,0.13,0.55,NA,NA +ER2, N,1,2013,7,30,WET,56,167.38,2.789666667,0,124.94,0.000416467,0.07,0.3,NA,NA +ER2, N,1,2013,7,30,WET,58,167.38,2.789666667,0,124.94,0.000416467,0.1,0.46,NA,NA +ER2, N,1,2013,7,30,WET,59.5,167.38,2.789666667,0,124.94,0.000416467,0.09,0.42,0.091,0.034 +ER2, N,1,2013,7,30,WET,61,167.38,2.789666667,0,124.94,0.000416467,0.11,0.49,NA,NA +ER2, N,1,2013,7,30,WET,63,0,0,0,124.94,0.000416467,0.09,0.4,NA,NA +ER2, N,1,2013,7,30,WET,63.5,0,0,0,84.35,0.000281167,0.08,0.24,NA,NA +ER2, N,1,2013,7,30,WET,64,0,0,0,35.71,0.000119033,NA,NA,NA,NA +ER2, N,1,2013,7,30,WET,64.5,0,0,0,13.5,0.000045,NA,NA,NA,NA +ER2, N,1,2013,7,30,WET,65,0,0,0,4.39,0.000014633,NA,NA,NA,NA +ER2, N,1,2013,7,30,WET,65.5,0,0,0,0,0,NA,NA,NA,NA +ER2, N,2,2013,7,30,DRY,0,73.66,1.227666667,0,0,0,NA,NA,NA,NA +ER2, N,2,2013,7,30,DRY,5,73.66,1.227666667,0,0,0,NA,NA,NA,NA +ER2, N,2,2013,7,30,DRY,7,73.66,1.227666667,0,4.62,0.0000154,0.82,0.12,NA,NA +ER2, N,2,2013,7,30,DRY,9,73.66,1.227666667,0,10.16,0.000033867,0.53,0.18,NA,NA +ER2, N,2,2013,7,30,DRY,11,73.66,1.227666667,0,13.22,0.000044067,0.45,0.2,NA,NA +ER2, N,2,2013,7,30,DRY,14,73.66,1.227666667,0,15.91,0.000053033,NA,NA,NA,NA +ER2, N,2,2013,7,30,DRY,15,73.66,1.227666667,0,16.52,0.000055067,NA,NA,NA,NA +ER2, N,2,2013,7,30,DRY,20,73.66,1.227666667,0,15.91,0.000053033,0.33,0.18,NA,NA +ER2, N,2,2013,7,30,DRY,25,73.66,1.227666667,0,15.91,0.000053033,0.34,0.18,NA,NA +ER2, N,2,2013,7,30,DRY,35,73.66,1.227666667,0,15.91,0.000053033,0.31,0.16,NA,NA +ER2, N,2,2013,7,30,DRY,45,0,0,0,14.83,0.000049433,0.26,0.13,NA,NA +ER2, 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N,3,2013,7,31,WET,10,73.66,1.227666667,0,24.33,0.0000811,0.32,0.26,NA,NA +ER2, N,3,2013,7,31,WET,12,73.66,1.227666667,0,24.33,0.0000811,0.25,0.2,NA,NA +ER2, N,3,2013,7,31,WET,13,73.66,1.227666667,0,24.33,0.0000811,0.25,0.21,0.039,0.013 +ER2, N,3,2013,7,31,WET,16,73.66,1.227666667,0,24.45,0.0000815,0.22,0.18,NA,NA +ER2, N,3,2013,7,31,WET,20,93.72,1.562,0,24.45,0.0000815,0.17,0.14,NA,NA +ER2, N,3,2013,7,31,WET,22,93.72,1.562,0,41.05,0.000136833,0.26,0.37,NA,NA +ER2, N,3,2013,7,31,WET,24,93.72,1.562,0,48.83,0.000162767,0.22,0.37,NA,NA +ER2, N,3,2013,7,31,WET,25,93.72,1.562,0,48.83,0.000162767,0.24,0.39,NA,NA +ER2, N,3,2013,7,31,WET,26,93.72,1.562,0,48.83,0.000162767,0.22,0.36,0.059,0.016 +ER2, N,3,2013,7,31,WET,29,93.72,1.562,0,48.67,0.000162233,NA,NA,NA,NA +ER2, N,3,2013,7,31,WET,33,118.61,1.976833333,0,48.67,0.000162233,0.16,0.27,NA,NA +ER2, N,3,2013,7,31,WET,35,118.61,1.976833333,0,65.61,0.0002187,0.22,0.5,NA,NA +ER2, N,3,2013,7,31,WET,27,118.61,1.976833333,0,65.8,0.000219333,0.19,0.42,NA,NA +ER2, N,3,2013,7,31,WET,38,118.61,1.976833333,0,65.8,0.000219333,0.18,0.4,NA,NA +ER2, N,3,2013,7,31,WET,39,118.61,1.976833333,0,65.8,0.000219333,0.18,0.41,0.062,0.019 +ER2, N,3,2013,7,31,WET,42,118.61,1.976833333,0,65.8,0.000219333,0.17,0.39,NA,NA +ER2, N,3,2013,7,31,WET,45,153.41,2.556833333,0,65.8,0.000219333,0.16,0.36,NA,NA +ER2, N,3,2013,7,31,WET,47,153.41,2.556833333,0,98.52,0.0003284,0.22,0.74,NA,NA +ER2, N,3,2013,7,31,WET,49,153.41,2.556833333,0,97.62,0.0003254,0.19,0.63,NA,NA +ER2, N,3,2013,7,31,WET,50,153.41,2.556833333,0,98.52,0.0003284,0.17,0.59,0.068,0.024 +ER2, N,3,2013,7,31,WET,52,153.41,2.556833333,0,98.52,0.0003284,0.17,0.58,NA,NA +ER2, N,3,2013,7,31,WET,55,167.38,2.789666667,0,98.52,0.0003284,0.16,0.55,NA,NA +ER2, N,3,2013,7,31,WET,57,167.38,2.789666667,0,119.24,0.000397467,0.21,0.87,NA,NA +ER2, N,3,2013,7,31,WET,59,167.38,2.789666667,0,119.24,0.000397467,0.15,0.63,NA,NA +ER2, N,3,2013,7,31,WET,60,167.38,2.789666667,0,119.24,0.000397467,0.15,0.63,0.075,0.026 +ER2, N,3,2013,7,31,WET,62,167.38,2.789666667,0,119.24,0.000397467,0.16,0.64,NA,NA +ER2, N,3,2013,7,31,WET,65,0,0,0,119.24,0.000397467,0.13,0.52,NA,NA +ER2, N,3,2013,7,31,WET,65.5,0,0,0,75.92,0.000253067,0.04,0.12,NA,NA +ER2, N,3,2013,7,31,WET,66,0,0,0,34.86,0.0001162,0.09,0.11,NA,NA +ER2, N,3,2013,7,31,WET,66.5,0,0,0,17.76,0.0000592,NA,NA,NA,NA +ER2, N,3,2013,7,31,WET,67,0,0,0,5.09,0.000016967,NA,NA,NA,NA +ER2, N,3,2013,7,31,WET,67.42,0,0,0,0,0,NA,NA,NA,NA +ER2, N,4,2013,7,31,DRY,0,73.66,1.227666667,0,0,0,NA,NA,NA,NA +ER2, N,4,2013,7,31,DRY,6.5,73.66,1.227666667,0,0,0,NA,NA,NA,NA +ER2, N,4,2013,7,31,DRY,9,73.66,1.227666667,0,2.48,0.000008267,0.27,0.02,NA,NA +ER2, N,4,2013,7,31,DRY,11,73.66,1.227666667,0,6.23,0.000020767,0.31,0.06,NA,NA +ER2, N,4,2013,7,31,DRY,13,73.66,1.227666667,0,6.77,0.000022567,0.33,0.07,NA,NA +ER2, N,4,2013,7,31,DRY,15.33,73.66,1.227666667,0,6.77,0.000022567,0.42,0.09,NA,NA +ER2, 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+ER2, N,4,2013,7,31,WET,37.5,0,0,0,15.61,0.000052033,NA,NA,NA,NA +ER2, N,4,2013,7,31,WET,38,0,0,0,3.9,0.000013,NA,NA,NA,NA +ER2, N,4,2013,7,31,WET,38.58,0,0,0,0,0,NA,NA,NA,NA +ER2, N,5,2013,8,2,DRY,0,73.66,1.227666667,0,0,0,NA,NA,NA,NA +ER2, N,5,2013,8,2,DRY,9.17,73.66,1.227666667,0,0,0,NA,NA,NA,NA +ER2, N,5,2013,8,2,DRY,10.5,73.66,1.227666667,0,7.69,0.000025633,0.25,0.06,NA,NA +ER2, N,5,2013,8,2,DRY,12,73.66,1.227666667,0,10.83,0.0000361,0.22,0.08,NA,NA +ER2, N,5,2013,8,2,DRY,15,73.66,1.227666667,0,12.31,0.000041033,0.24,0.1,NA,NA +ER2, N,5,2013,8,2,DRY,17,73.66,1.227666667,0,13.96,0.000046533,0.17,0.08,NA,NA +ER2, N,5,2013,8,2,DRY,20,73.66,1.227666667,0,16.01,0.000053367,0.19,0.1,NA,NA +ER2, N,5,2013,8,2,DRY,25,73.66,1.227666667,0,17.24,0.000057467,0.14,0.08,NA,NA +ER2, N,5,2013,8,2,DRY,30,73.66,1.227666667,0,17.03,0.000056767,0.16,0.09,NA,NA +ER2, N,5,2013,8,2,DRY,40,73.66,1.227666667,0,16.93,0.000056433,0.12,0.06,NA,NA +ER2, N,5,2013,8,2,DRY,45,0,0,0,16.93,0.000056433,0.14,0.08,NA,NA +ER2, N,5,2013,8,2,DRY,45.5,0,0,0,10.16,0.000033867,0.25,0.08,NA,NA +ER2, N,5,2013,8,2,DRY,46,0,0,0,2.66,0.000008867,NA,NA,NA,NA +ER2, N,5,2013,8,2,DRY,46.25,0,0,0,0,0,NA,NA,NA,NA +ER2, N,5,2013,8,2,WET,0,0,0,116.1576355,0,0,NA,NA,NA,NA +ER2, N,5,2013,8,2,WET,1.75,0,0,116.1576355,0,0,NA,NA,NA,NA +ER2, N,5,2013,8,2,WET,3,0,0,116.1576355,78.96,0.0002632,0.02,0.07,NA,NA +ER2, N,5,2013,8,2,WET,4,0,0,116.1576355,81.43,0.000271433,0.01,0.03,NA,NA +ER2, N,5,2013,8,2,WET,5,0,0,116.1576355,81.43,0.000271433,0,0.02,NA,NA +ER2, N,5,2013,8,2,WET,6,0,0,116.1576355,81.43,0.000271433,0,0.02,0.09,0.033 +ER2, N,5,2013,8,2,WET,8,0,0,116.1576355,81.43,0.000271433,0,0.01,NA,NA +ER2, N,5,2013,8,2,WET,9.5,0,0,180.1477833,81.43,0.000271433,NA,NA,NA,NA +ER2, N,5,2013,8,2,WET,10.37121314,0,0,180.1477833,81.43,0.000271433,0,0,NA,NA +ER2, N,5,2013,8,2,WET,12,0,0,180.1477833,139.32,0.0004644,0,0,NA,NA +ER2, N,5,2013,8,2,WET,13,0,0,180.1477833,139.32,0.0004644,0,0,NA,NA +ER2, N,5,2013,8,2,WET,14,0,0,180.1477833,138.8,0.000462667,0,0,0.105,0.043 +ER2, N,5,2013,8,2,WET,15,0,0,180.1477833,139.32,0.0004644,0.01,0.06,NA,NA +ER2, N,5,2013,8,2,WET,16.67,0,0,180.1477833,139.32,0.0004644,0,0.01,NA,NA +ER2, N,5,2013,8,2,WET,18.5,0,0,234.679803,139.32,0.0004644,NA,NA,NA,NA +ER2, N,5,2013,8,2,WET,19.33,0,0,234.679803,139.32,0.0004644,NA,NA,NA,NA +ER2, N,5,2013,8,2,WET,20,0,0,234.679803,207.44,0.000691467,0,0.03,NA,NA +ER2, N,5,2013,8,2,WET,21,0,0,234.679803,207.44,0.000691467,0,0.03,NA,NA +ER2, N,5,2013,8,2,WET,22,0,0,234.679803,207.44,0.000691467,NA,NA,0.12,0.048 +ER2, N,5,2013,8,2,WET,23,0,0,234.679803,207.44,0.000691467,0,0.05,NA,NA +ER2, N,5,2013,8,2,WET,25,0,0,284.679803,207.44,0.000691467,NA,NA,NA,NA +ER2, N,5,2013,8,2,WET,25.6,0,0,284.679803,207.44,0.000691467,NA,NA,NA,NA +ER2, N,5,2013,8,2,WET,29,0,0,284.679803,239.22,0.0007974,NA,NA,NA,NA +ER2, N,5,2013,8,2,WET,29.5,0,0,284.679803,239.89,0.000799633,0,0.01,NA,NA +ER2, N,5,2013,8,2,WET,31,0,0,284.679803,239.89,0.000799633,NA,NA,NA,NA +ER2, N,5,2013,8,2,WET,32,0,0,284.679803,239.89,0.000799633,NA,NA,0.139,0.053 +ER2, N,5,2013,8,2,WET,33,0,0,284.679803,239.89,0.000799633,NA,NA,NA,NA +ER2, N,5,2013,8,2,WET,35,0,0,331.0344828,239.89,0.000799633,NA,NA,NA,NA +ER2, N,5,2013,8,2,WET,35.65,0,0,331.0344828,239.89,0.000799633,NA,NA,NA,NA +ER2, N,5,2013,8,2,WET,37,0,0,331.0344828,265.93,0.000886433,0,0.07,NA,NA +ER2, N,5,2013,8,2,WET,38,0,0,331.0344828,265.93,0.000886433,NA,NA,NA,NA +ER2, N,5,2013,8,2,WET,39,0,0,331.0344828,265.93,0.000886433,NA,NA,0.142,0.052 +ER2, N,5,2013,8,2,WET,40,0,0,331.0344828,265.93,0.000886433,NA,NA,NA,NA +ER2, N,5,2013,8,2,WET,41.5,0,0,0,265.93,0.000886433,0,0.02,NA,NA +ER2, N,5,2013,8,2,WET,42,0,0,0,265.93,0.000886433,NA,NA,NA,NA +ER2, N,5,2013,8,2,WET,42.5,0,0,0,127.21,0.000424033,0,0.01,NA,NA +ER2, N,5,2013,8,2,WET,43,0,0,0,50.66,0.000168867,NA,NA,NA,NA +ER2, N,5,2013,8,2,WET,43.5,0,0,0,19.7,0.000065667,NA,NA,NA,NA +ER2, N,5,2013,8,2,WET,44.67,0,0,0,0,0,NA,NA,NA,NA +ER2, N,6,2013,8,2,DRY,0,73.66,1.227666667,0,0,0,NA,NA,NA,NA +ER2, N,6,2013,8,2,DRY,7,73.66,1.227666667,0,0,0,NA,NA,NA,NA +ER2, N,6,2013,8,2,DRY,8,73.66,1.227666667,0,10.41,0.0000347,0.2,0.07,NA,NA +ER2, N,6,2013,8,2,DRY,10,73.66,1.227666667,0,22.19,0.000073967,0.17,0.13,NA,NA +ER2, N,6,2013,8,2,DRY,12,73.66,1.227666667,0,25.55,0.000085167,0.17,0.15,NA,NA +ER2, N,6,2013,8,2,DRY,15,73.66,1.227666667,0,26.8,0.000089333,0.17,0.16,NA,NA +ER2, N,6,2013,8,2,DRY,20,73.66,1.227666667,0,26.55,0.0000885,0.15,0.13,NA,NA +ER2, N,6,2013,8,2,DRY,30,73.66,1.227666667,0,26.8,0.000089333,0.08,0.08,NA,NA +ER2, N,6,2013,8,2,DRY,40,73.66,1.227666667,0,26.8,0.000089333,0.12,0.1,NA,NA +ER2, N,6,2013,8,2,DRY,45,0,0,0,26.68,0.000088933,0.13,0.11,NA,NA +ER2, N,6,2013,8,2,DRY,45.5,0,0,0,19.7,0.000065667,0.06,0.04,NA,NA +ER2, N,6,2013,8,2,DRY,46,0,0,0,13.13,0.000043767,NA,NA,NA,NA +ER2, N,6,2013,8,2,DRY,47.17,0,0,0,0,0,NA,NA,NA,NA +ER2, N,6,2013,8,2,WET,0,0,0,116.1576355,0,0,NA,NA,NA,NA +ER2, N,6,2013,8,2,WET,2.5,0,0,116.1576355,0,0,NA,NA,NA,NA +ER2, N,6,2013,8,2,WET,3,0,0,116.1576355,72.15,0.0002405,0.01,0.02,NA,NA +ER2, N,6,2013,8,2,WET,4,0,0,116.1576355,81.22,0.000270733,0.01,0.03,NA,NA +ER2, N,6,2013,8,2,WET,5,0,0,116.1576355,81.22,0.000270733,0,0,NA,NA +ER2, N,6,2013,8,2,WET,6,0,0,116.1576355,85.41,0.0002847,0,0.01,0.098,0.032 +ER2, N,6,2013,8,2,WET,8,0,0,116.1576355,85.41,0.0002847,NA,NA,NA,NA +ER2, N,6,2013,8,2,WET,9,0,0,116.1576355,85.41,0.0002847,NA,NA,NA,NA +ER2, N,6,2013,8,2,WET,10,0,0,180.1477833,85.41,0.0002847,NA,NA,NA,NA +ER2, N,6,2013,8,2,WET,10.87,0,0,180.1477833,85.41,0.0002847,NA,NA,NA,NA +ER2, N,6,2013,8,2,WET,12,0,0,180.1477833,138.01,0.000460033,0,0.03,NA,NA +ER2, N,6,2013,8,2,WET,13,0,0,180.1477833,138.01,0.000460033,0,0.01,NA,NA +ER2, N,6,2013,8,2,WET,14,0,0,180.1477833,138.01,0.000460033,NA,NA,0.105,0.038 +ER2, N,6,2013,8,2,WET,16,0,0,180.1477833,138.01,0.000460033,0,0,NA,NA +ER2, N,6,2013,8,2,WET,18,0,0,234.679803,138.01,0.000460033,NA,NA,NA,NA +ER2, N,6,2013,8,2,WET,18.75,0,0,234.679803,138.01,0.000460033,NA,NA,NA,NA +ER2, N,6,2013,8,2,WET,20,0,0,234.679803,201.83,0.000672767,0,0.02,NA,NA +ER2, N,6,2013,8,2,WET,21,0,0,234.679803,201.83,0.000672767,NA,NA,NA,NA +ER2, N,6,2013,8,2,WET,22,0,0,234.679803,201.21,0.0006707,0,0,0.118,0.048 +ER2, N,6,2013,8,2,WET,24,0,0,234.679803,201.21,0.0006707,NA,NA,NA,NA +ER2, N,6,2013,8,2,WET,25,0,0,284.679803,201.21,0.0006707,NA,NA,NA,NA +ER2, N,6,2013,8,2,WET,25.75,0,0,284.679803,201.21,0.0006707,NA,NA,NA,NA +ER2, N,6,2013,8,2,WET,27,0,0,284.679803,256.54,0.000855133,0,0.01,NA,NA +ER2, N,6,2013,8,2,WET,28,0,0,284.679803,256.54,0.000855133,0,0.03,NA,NA +ER2, N,6,2013,8,2,WET,29,0,0,284.679803,256.54,0.000855133,0,0.01,0.132,0.052 +ER2, N,6,2013,8,2,WET,30,0,0,284.679803,256.54,0.000855133,0,0.05,NA,NA +ER2, N,6,2013,8,2,WET,32,0,0,331.0344828,256.54,0.000855133,NA,NA,NA,NA +ER2, N,6,2013,8,2,WET,32.75,0,0,331.0344828,256.54,0.000855133,0,0.07,NA,NA +ER2, N,6,2013,8,2,WET,34,0,0,331.0344828,273.7,0.000912333,0,0.07,NA,NA +ER2, N,6,2013,8,2,WET,35,0,0,331.0344828,273.7,0.000912333,NA,NA,NA,NA +ER2, N,6,2013,8,2,WET,36,0,0,331.0344828,273.7,0.000912333,0,0.04,0.15,0.058 +ER2, N,6,2013,8,2,WET,37,0,0,331.0344828,273.7,0.000912333,0,0.01,NA,NA +ER2, N,6,2013,8,2,WET,39,0,0,0,273.7,0.000912333,0,0.02,NA,NA +ER2, N,6,2013,8,2,WET,39.5,0,0,0,262.44,0.0008748,0,0.02,NA,NA +ER2, N,6,2013,8,2,WET,40.5,0,0,0,42.12,0.0001404,0.01,0.02,NA,NA +ER2, N,6,2013,8,2,WET,41,0,0,0,17.34,0.0000578,NA,NA,NA,NA +ER2, N,6,2013,8,2,WET,42,0,0,0,0,0,NA,NA,NA,NA +ER2, N,7,2013,8,1,DRY,0,73.66,1.227666667,0,0,0,NA,NA,NA,NA +ER2, N,7,2013,8,1,DRY,7.75,73.66,1.227666667,0,0,0,NA,NA,NA,NA +ER2, N,7,2013,8,1,DRY,9,73.66,1.227666667,0,10.25,0.000034167,0.26,0.09,NA,NA +ER2, N,7,2013,8,1,DRY,11,73.66,1.227666667,0,14.63,0.000048767,0.21,0.1,NA,NA +ER2, N,7,2013,8,1,DRY,13,73.66,1.227666667,0,18.08,0.000060267,0.19,0.11,NA,NA +ER2, N,7,2013,8,1,DRY,15,73.66,1.227666667,0,18.83,0.000062767,0.13,0.08,NA,NA +ER2, N,7,2013,8,1,DRY,25,73.66,1.227666667,0,22.78,0.000075933,0.13,0.1,NA,NA +ER2, N,7,2013,8,1,DRY,30,73.66,1.227666667,0,22.78,0.000075933,0.11,0.08,NA,NA +ER2, N,7,2013,8,1,DRY,35,73.66,1.227666667,0,22.78,0.000075933,0.1,0.08,NA,NA +ER2, N,7,2013,8,1,DRY,45,0,0,0,22.78,0.000075933,0.12,0.09,NA,NA +ER2, N,7,2013,8,1,DRY,45.5,0,0,0,17.34,0.0000578,0.09,0.05,NA,NA +ER2, N,7,2013,8,1,DRY,46,0,0,0,6.98,0.000023267,NA,NA,NA,NA +ER2, N,7,2013,8,1,DRY,46.3,0,0,0,0,0,NA,NA,NA,NA +ER2, N,7,2013,8,1,WET,0,0,0,116.1576355,0,0,NA,NA,NA,NA +ER2, N,7,2013,8,1,WET,2.08,0,0,116.1576355,0,0,NA,NA,NA,NA +ER2, N,7,2013,8,1,WET,3,0,0,116.1576355,60.8,0.000202667,0.01,0.02,NA,NA +ER2, N,7,2013,8,1,WET,4,0,0,116.1576355,82.26,0.0002742,0.01,0.03,NA,NA +ER2, N,7,2013,8,1,WET,5,0,0,116.1576355,88.18,0.000293933,NA,NA,NA,NA +ER2, N,7,2013,8,1,WET,6,0,0,116.1576355,88.18,0.000293933,0,0,NA,NA +ER2, N,7,2013,8,1,WET,7,0,0,116.1576355,88.18,0.000293933,0,0,0.108,0.033 +ER2, N,7,2013,8,1,WET,9,0,0,116.1576355,96.72,0.0003224,0,0,NA,NA +ER2, N,7,2013,8,1,WET,11,0,0,180.1477833,96.72,0.0003224,NA,NA,NA,NA +ER2, N,7,2013,8,1,WET,11.9,0,0,180.1477833,96.72,0.0003224,0.01,0.05,NA,NA +ER2, N,7,2013,8,1,WET,13,0,0,180.1477833,144.36,0.0004812,0,0.01,NA,NA +ER2, N,7,2013,8,1,WET,14,0,0,180.1477833,144.36,0.0004812,0,0.03,NA,NA +ER2, N,7,2013,8,1,WET,15,0,0,180.1477833,144.36,0.0004812,0,0.02,0.118,0.041 +ER2, N,7,2013,8,1,WET,17,0,0,180.1477833,144.36,0.0004812,0,0.01,NA,NA +ER2, N,7,2013,8,1,WET,18,0,0,234.679803,144.36,0.0004812,NA,NA,NA,NA +ER2, N,7,2013,8,1,WET,18.82,0,0,234.679803,144.36,0.0004812,0,0.01,NA,NA +ER2, N,7,2013,8,1,WET,20,0,0,234.679803,210.59,0.000701967,0.01,0.12,NA,NA +ER2, N,7,2013,8,1,WET,21,0,0,234.679803,210.59,0.000701967,0,0.01,NA,NA +ER2, N,7,2013,8,1,WET,22.17,0,0,234.679803,210.59,0.000701967,0,0.01,0.132,0.049 +ER2, N,7,2013,8,1,WET,23,0,0,234.679803,210.59,0.000701967,0.01,0.12,NA,NA +ER2, N,7,2013,8,1,WET,25.8,0,0,284.679803,210.59,0.000701967,NA,NA,NA,NA +ER2, N,7,2013,8,1,WET,25.83,0,0,284.679803,210.59,0.000701967,0.01,0.08,NA,NA +ER2, N,7,2013,8,1,WET,27,0,0,284.679803,231.25,0.000770833,0,0.06,NA,NA +ER2, N,7,2013,8,1,WET,28,0,0,284.679803,231.25,0.000770833,0,0.03,NA,NA +ER2, N,7,2013,8,1,WET,29,0,0,284.679803,231.25,0.000770833,0,0.06,0.15,0.049 +ER2, N,7,2013,8,1,WET,30,0,0,284.679803,231.25,0.000770833,0.01,0.08,NA,NA +ER2, N,7,2013,8,1,WET,32,0,0,331.0344828,231.25,0.000770833,NA,NA,NA,NA +ER2, N,7,2013,8,1,WET,32.78,0,0,331.0344828,231.25,0.000770833,0.02,0.17,NA,NA +ER2, N,7,2013,8,1,WET,32.17,0,0,331.0344828,250.37,0.000834567,0,NA,NA,NA +ER2, N,7,2013,8,1,WET,35,0,0,331.0344828,250.37,0.000834567,0.01,0.09,NA,NA +ER2, N,7,2013,8,1,WET,36.17,0,0,331.0344828,250.37,0.000834567,0.01,0.15,0.154,0.061 +ER2, N,7,2013,8,1,WET,37,0,0,331.0344828,250.37,0.000834567,0.01,0.12,NA,NA +ER2, N,7,2013,8,1,WET,37.5,0,0,0,250.37,0.000834567,0,0.03,NA,NA +ER2, N,7,2013,8,1,WET,38.8,0,0,0,250.37,0.000834567,0,0.04,NA,NA +ER2, N,7,2013,8,1,WET,39,0,0,0,39.68,0.000132267,0.01,0.01,NA,NA +ER2, N,7,2013,8,1,WET,39.5,0,0,0,13.4,0.000044667,0.02,0.01,NA,NA +ER2, N,7,2013,8,1,WET,40,0,0,0,3.38,0.000011267,NA,NA,NA,NA +ER2, N,7,2013,8,1,WET,41.5,0,0,0,0,0,NA,NA,NA,NA +ER2, N,8,2013,8,1,DRY,0,73.66,1.227666667,0,0,0,NA,NA,NA,NA +ER2, N,8,2013,8,1,DRY,5.5,73.66,1.227666667,0,0,0,NA,NA,NA,NA +ER2, N,8,2013,8,1,DRY,8,73.66,1.227666667,0,16.01,0.000053367,0.15,0.08,NA,NA +ER2, N,8,2013,8,1,DRY,10,73.66,1.227666667,0,24.57,0.0000819,0.17,0.14,NA,NA +ER2, N,8,2013,8,1,DRY,12,73.66,1.227666667,0,24.57,0.0000819,0.16,0.13,NA,NA +ER2, N,8,2013,8,1,DRY,15,73.66,1.227666667,0,26.93,0.000089767,0.15,0.14,NA,NA +ER2, N,8,2013,8,1,DRY,25,73.66,1.227666667,0,28.08,0.0000936,0.13,0.12,NA,NA +ER2, N,8,2013,8,1,DRY,36,73.66,1.227666667,0,28.47,0.0000949,0.11,0.11,NA,NA +ER2, N,8,2013,8,1,DRY,45,0,0,0,28.47,0.0000949,0.08,0.08,NA,NA +ER2, N,8,2013,8,1,DRY,45.5,0,0,0,19.7,0.000065667,0.03,0.02,NA,NA +ER2, N,8,2013,8,1,DRY,46,0,0,0,10.08,0.0000336,NA,NA,NA,NA +ER2, N,8,2013,8,1,DRY,46.5,0,0,0,4.74,0.0000158,NA,NA,NA,NA +ER2, N,8,2013,8,1,DRY,46.83,0,0,0,0,0,NA,NA,NA,NA +ER2, N,8,2013,8,1,WET,0,0,0,116.1576355,0,0,NA,NA,NA,NA +ER2, N,8,2013,8,1,WET,2.33,0,0,116.1576355,0,0,NA,NA,NA,NA +ER2, N,8,2013,8,1,WET,3,0,0,116.1576355,60.26,0.000200867,0.06,0.14,NA,NA +ER2, N,8,2013,8,1,WET,4,0,0,116.1576355,77.54,0.000258467,0.02,0.05,NA,NA +ER2, N,8,2013,8,1,WET,6,0,0,116.1576355,89.04,0.0002968,NA,NA,NA,NA +ER2, N,8,2013,8,1,WET,7,0,0,116.1576355,89.04,0.0002968,0,0,NA,NA +ER2, N,8,2013,8,1,WET,8,0,0,116.1576355,89.04,0.0002968,0,0,0.142,0.036 +ER2, N,8,2013,8,1,WET,10,0,0,116.1576355,89.04,0.0002968,0,0,NA,NA +ER2, N,8,2013,8,1,WET,12,0,0,180.1477833,89.04,0.0002968,NA,NA,NA,NA +ER2, N,8,2013,8,1,WET,12.92,0,0,180.1477833,89.04,0.0002968,NA,NA,NA,NA +ER2, N,8,2013,8,1,WET,14,0,0,180.1477833,151.65,0.0005055,0,0.01,NA,NA +ER2, N,8,2013,8,1,WET,15,0,0,180.1477833,151.65,0.0005055,NA,NA,NA,NA +ER2, N,8,2013,8,1,WET,16,0,0,180.1477833,151.65,0.0005055,NA,NA,0.152,0.041 +ER2, N,8,2013,8,1,WET,18,0,0,180.1477833,151.65,0.0005055,NA,NA,NA,NA +ER2, N,8,2013,8,1,WET,20,0,0,234.679803,151.65,0.0005055,NA,NA,NA,NA +ER2, N,8,2013,8,1,WET,20.88,0,0,234.679803,151.65,0.0005055,0,0.02,NA,NA +ER2, N,8,2013,8,1,WET,22,0,0,234.679803,201.21,0.0006707,0,0.03,NA,NA +ER2, N,8,2013,8,1,WET,23,0,0,234.679803,201.21,0.0006707,NA,NA,NA,NA +ER2, N,8,2013,8,1,WET,24,0,0,234.679803,201.21,0.0006707,0,0,0.16,0.049 +ER2, N,8,2013,8,1,WET,25,0,0,234.679803,201.21,0.0006707,0.02,0.14,NA,NA +ER2, N,8,2013,8,1,WET,27,0,0,284.679803,201.21,0.0006707,NA,NA,NA,NA +ER2, N,8,2013,8,1,WET,27.77,0,0,284.679803,201.21,0.0006707,0,0.02,NA,NA +ER2, N,8,2013,8,1,WET,29,0,0,284.679803,235.55,0.000785167,NA,NA,NA,NA +ER2, N,8,2013,8,1,WET,30,0,0,284.679803,235.55,0.000785167,NA,NA,NA,NA +ER2, N,8,2013,8,1,WET,31,0,0,284.679803,235.55,0.000785167,0,0.06,0.164,0.054 +ER2, N,8,2013,8,1,WET,32,0,0,284.679803,235.55,0.000785167,0.01,0.11,NA,NA +ER2, N,8,2013,8,1,WET,34,0,0,331.0344828,235.55,0.000785167,NA,NA,NA,NA +ER2, N,8,2013,8,1,WET,34.78,0,0,331.0344828,235.55,0.000785167,0,0.02,NA,NA +ER2, N,8,2013,8,1,WET,36,0,0,331.0344828,265.58,0.000885267,NA,NA,NA,NA +ER2, N,8,2013,8,1,WET,37,0,0,331.0344828,265.58,0.000885267,NA,NA,NA,NA +ER2, N,8,2013,8,1,WET,38,0,0,331.0344828,265.58,0.000885267,NA,NA,0.174,0.059 +ER2, N,8,2013,8,1,WET,39,0,0,331.0344828,265.58,0.000885267,0,0.03,NA,NA +ER2, N,8,2013,8,1,WET,41,0,0,0,265.58,0.000885267,NA,NA,NA,NA +ER2, N,8,2013,8,1,WET,41.5,0,0,0,249,0.00083,NA,NA,NA,NA +ER2, N,8,2013,8,1,WET,42.5,0,0,0,49,0.000163333,NA,NA,NA,NA +ER2, N,8,2013,8,1,WET,43,0,0,0,18.83,0.000062767,0,0,NA,NA +ER2, N,8,2013,8,1,WET,43.5,0,0,0,5.46,0.0000182,NA,NA,NA,NA +ER2, N,8,2013,8,1,WET,44.25,0,0,0,0,0,NA,NA,NA,NA +ER3, N,1,2013,7,10,DRY,0,73.66,1.227666667,0,0,0,NA,NA,NA,NA +ER3, N,1,2013,7,10,DRY,3.75,73.66,1.227666667,0,0,0,NA,NA,NA,NA +ER3, N,1,2013,7,10,DRY,5,73.66,1.227666667,0,3.58,0.000011933,1.61,0.19,NA,NA +ER3, N,1,2013,7,10,DRY,7,73.66,1.227666667,0,11.87,0.000039567,1.03,0.41,NA,NA +ER3, N,1,2013,7,10,DRY,9,73.66,1.227666667,0,11.87,0.000039567,0.7,0.28,NA,NA +ER3, N,1,2013,7,10,DRY,12,73.66,1.227666667,0,16.72,0.000055733,NA,NA,NA,NA +ER3, N,1,2013,7,10,DRY,15,73.66,1.227666667,0,17.87,0.000059567,0.63,0.38,NA,NA +ER3, N,1,2013,7,10,DRY,20,73.66,1.227666667,0,20.93,0.000069767,0.5,0.35,NA,NA +ER3, N,1,2013,7,10,DRY,25,73.66,1.227666667,0,20.93,0.000069767,0.48,0.34,NA,NA +ER3, N,1,2013,7,10,DRY,35,73.66,1.227666667,0,20.93,0.000069767,0.42,0.3,NA,NA +ER3, N,1,2013,7,10,DRY,45,0,0,0,20.93,0.000069767,0.3,0.21,NA,NA +ER3, N,1,2013,7,10,DRY,45.75,0,0,0,9.92,0.000033067,0.35,0.11,NA,NA +ER3, N,1,2013,7,10,DRY,46.5,0,0,0,2.71,0.000009033,NA,NA,NA,NA +ER3, N,1,2013,7,10,DRY,46.83,0,0,0,0,0,NA,NA,NA,NA +ER3, N,1,2013,7,10,WET,0,73.66,1.227666667,0,0,0,NA,NA,NA,NA +ER3, N,1,2013,7,10,WET,3,73.66,1.227666667,0,0,0,NA,NA,NA,NA +ER3, N,1,2013,7,10,WET,5,73.66,1.227666667,0,13.96,0.000046533,0.3,0.14,NA,NA +ER3, N,1,2013,7,10,WET,7,73.66,1.227666667,0,23.61,0.0000787,0.3,0.23,NA,NA +ER3, N,1,2013,7,10,WET,9,73.66,1.227666667,0,33.45,0.0001115,0.32,0.36,NA,NA +ER3, N,1,2013,7,10,WET,11,73.66,1.227666667,0,34.43,0.000114767,0.31,0.36,NA,NA +ER3, N,1,2013,7,10,WET,13,73.66,1.227666667,0,34.43,0.000114767,0.26,0.31,0.053,0.013 +ER3, N,1,2013,7,10,WET,16,73.66,1.227666667,0,34.43,0.000114767,0.22,0.25,NA,NA +ER3, N,1,2013,7,10,WET,22,93.72,1.562,0,34.43,0.000114767,0.31,0.36,NA,NA +ER3, N,1,2013,7,10,WET,24,93.72,1.562,0,55.11,0.0001837,0.39,0.72,NA,NA +ER3, N,1,2013,7,10,WET,26,93.72,1.562,0,63.19,0.000210633,0.58,1.25,NA,NA +ER3, N,1,2013,7,10,WET,28,93.72,1.562,0,65.24,0.000217467,0.3,0.66,NA,NA +ER3, N,1,2013,7,10,WET,30,93.72,1.562,0,65.24,0.000217467,0.32,0.71,0.062,0.015 +ER3, N,1,2013,7,10,WET,32,93.72,1.562,0,65.24,0.000217467,0.34,0.75,NA,NA +ER3, N,1,2013,7,10,WET,37,118.61,1.976833333,0,65.24,0.000217467,0.36,0.81,NA,NA +ER3, N,1,2013,7,10,WET,39,118.61,1.976833333,0,81.22,0.000270733,0.52,1.44,NA,NA +ER3, N,1,2013,7,10,WET,41,118.61,1.976833333,0,81.22,0.000270733,0.36,0.99,NA,NA +ER3, N,1,2013,7,10,WET,43,118.61,1.976833333,0,81.22,0.000270733,0.29,0.81,0.062,0.021 +ER3, N,1,2013,7,10,WET,45,118.61,1.976833333,0,82.26,0.0002742,NA,NA,NA,NA +ER3, N,1,2013,7,10,WET,49,153.41,2.556833333,0,82.26,0.0002742,0.29,0.81,NA,NA +ER3, N,1,2013,7,10,WET,51,153.41,2.556833333,0,105.85,0.000352833,0.32,1.16,NA,NA +ER3, N,1,2013,7,10,WET,53,153.41,2.556833333,0,113.17,0.000377233,0.33,1.27,NA,NA +ER3, N,1,2013,7,10,WET,55,153.41,2.556833333,0,115.58,0.000385267,0.46,1.8,NA,NA +ER3, N,1,2013,7,10,WET,56,153.41,2.556833333,0,115.58,0.000385267,0.36,1.42,0.075,0.027 +ER3, N,1,2013,7,10,WET,58,153.41,2.556833333,0,115.58,0.000385267,0.33,1.32,NA,NA +ER3, N,1,2013,7,10,WET,60,167.38,2.789666667,0,115.58,0.000385267,0.29,1.13,NA,NA +ER3, N,1,2013,7,10,WET,62,167.38,2.789666667,0,126.7,0.000422333,0.31,1.36,NA,NA +ER3, N,1,2013,7,10,WET,64,167.38,2.789666667,0,137.75,0.000459167,0.29,1.36,NA,NA +ER3, N,1,2013,7,10,WET,66,167.38,2.789666667,0,137.75,0.000459167,0.3,1.4,NA,NA +ER3, N,1,2013,7,10,WET,68,167.38,2.789666667,0,137.75,0.000459167,0.24,1.14,0.081,0.029 +ER3, N,1,2013,7,10,WET,70,167.38,2.789666667,0,137.75,0.000459167,0.2,0.97,NA,NA +ER3, N,1,2013,7,10,WET,72,0,0,0,137.49,0.0004583,0.25,1.17,NA,NA +ER3, N,1,2013,7,10,WET,73,0,0,0,49.16,0.000163867,0.05,0.08,NA,NA +ER3, N,1,2013,7,10,WET,73.5,0,0,0,26.8,0.000089333,NA,NA,NA,NA +ER3, N,1,2013,7,10,WET,74,0,0,0,14.44,0.000048133,NA,NA,NA,NA +ER3, N,1,2013,7,10,WET,74.5,0,0,0,0,0,NA,NA,NA,NA +ER3, N,2,2013,7,10,DRY,0,73.66,1.227666667,0,0,0,NA,NA,NA,NA +ER3, N,2,2013,7,10,DRY,9.5,73.66,1.227666667,0,0,0,NA,NA,NA,NA +ER3, N,2,2013,7,10,DRY,14,73.66,1.227666667,0,2.66,0.000008867,0.55,0.04,NA,NA +ER3, N,2,2013,7,10,DRY,17,73.66,1.227666667,0,3.28,0.000010933,0.87,0.09,NA,NA +ER3, N,2,2013,7,10,DRY,20,73.66,1.227666667,0,4.39,0.000014633,0.36,0.05,NA,NA +ER3, N,2,2013,7,10,DRY,25,73.66,1.227666667,0,4.39,0.000014633,0.33,0.04,NA,NA +ER3, N,2,2013,7,10,DRY,30,73.66,1.227666667,0,4.39,0.000014633,0.21,0.03,NA,NA +ER3, N,2,2013,7,10,DRY,35,73.66,1.227666667,0,5.09,0.000016967,0.22,0.03,NA,NA +ER3, N,2,2013,7,10,DRY,40,73.66,1.227666667,0,5.09,0.000016967,0.21,0.03,NA,NA +ER3, N,2,2013,7,10,DRY,45,0,0,0,5.09,0.000016967,0.17,0.02,NA,NA +ER3, N,2,2013,7,10,DRY,45.5,0,0,0,2.06,0.000006867,NA,NA,NA,NA +ER3, N,2,2013,7,10,DRY,45.67,0,0,0,0,0,NA,NA,NA,NA +ER3, N,2,2013,7,10,WET,0,73.66,1.227666667,0,0,0,NA,NA,NA,NA +ER3, N,2,2013,7,10,WET,4.5,73.66,1.227666667,0,0,0,NA,NA,NA,NA +ER3, N,2,2013,7,10,WET,5,73.66,1.227666667,0,6.77,0.000022567,0.44,0.1,NA,NA +ER3, N,2,2013,7,10,WET,7,73.66,1.227666667,0,14.54,0.000048467,0.29,0.14,NA,NA +ER3, N,2,2013,7,10,WET,9,73.66,1.227666667,0,20.7,0.000069,0.2,0.14,NA,NA +ER3, N,2,2013,7,10,WET,11,73.66,1.227666667,0,20.7,0.000069,0.24,0.16,NA,NA +ER3, N,2,2013,7,10,WET,13,73.66,1.227666667,0,20.7,0.000069,0.16,0.11,0.032,0.01 +ER3, N,2,2013,7,10,WET,16,73.66,1.227666667,0,19.48,0.000064933,0.16,0.1,NA,NA +ER3, N,2,2013,7,10,WET,22,93.72,1.562,0,23.49,0.0000783,0.17,0.14,NA,NA +ER3, N,2,2013,7,10,WET,24,93.72,1.562,0,40.89,0.0001363,0.2,0.28,NA,NA +ER3, N,2,2013,7,10,WET,26,93.72,1.562,0,50.33,0.000167767,0.29,0.49,NA,NA +ER3, N,2,2013,7,10,WET,28,93.72,1.562,0,50.33,0.000167767,0.11,0.19,NA,NA +ER3, N,2,2013,7,10,WET,30,93.72,1.562,0,50.33,0.000167767,0.07,0.13,0.053,0.013 +ER3, N,2,2013,7,10,WET,33,93.72,1.562,0,50.33,0.000167767,0.18,0.31,NA,NA +ER3, N,2,2013,7,10,WET,39,118.61,1.976833333,0,50.33,0.000167767,0.18,0.31,NA,NA +ER3, N,2,2013,7,10,WET,41,118.61,1.976833333,0,54.41,0.000181367,0.18,0.33,NA,NA +ER3, N,2,2013,7,10,WET,41.5,0,0,0,0,0,NA,NA,NA,NA +ER3, N,2,2013,7,10,WET,52,118.61,1.976833333,0,0,0,NA,NA,NA,NA +ER3, N,2,2013,7,10,WET,55,118.61,1.976833333,0,36.43,0.000121433,NA,NA,NA,NA +ER3, N,2,2013,7,10,WET,57,118.61,1.976833333,0,63,0.00021,NA,NA,NA,NA +ER3, N,2,2013,7,10,WET,59,118.61,1.976833333,0,63.74,0.000212467,0.4,0.87,NA,NA +ER3, N,2,2013,7,10,WET,61,118.61,1.976833333,0,66.94,0.000223133,0.52,1.18,NA,NA +ER3, N,2,2013,7,10,WET,63,118.61,1.976833333,0,66.94,0.000223133,0.3,0.68,NA,NA +ER3, N,2,2013,7,10,WET,65,118.61,1.976833333,0,66.94,0.000223133,0.1,0.23,0.082,0.018 +ER3, N,2,2013,7,10,WET,67,118.61,1.976833333,0,66.94,0.000223133,0.1,0.24,NA,NA +ER3, N,2,2013,7,10,WET,72,153.41,2.556833333,0,66.94,0.000223133,0.26,0.59,NA,NA +ER3, N,2,2013,7,10,WET,74,153.41,2.556833333,0,92.73,0.0003091,0.34,1.09,NA,NA +ER3, N,2,2013,7,10,WET,76,153.41,2.556833333,0,97.39,0.000324633,0.25,0.84,NA,NA +ER3, N,2,2013,7,10,WET,78,153.41,2.556833333,0,98.29,0.000327633,0.36,1.22,0.074,0.023 +ER3, N,2,2013,7,10,WET,80,153.41,2.556833333,0,104.22,0.0003474,0.24,0.87,NA,NA +ER3, N,2,2013,7,10,WET,84,167.38,2.789666667,0,99.87,0.0003329,NA,NA,NA,NA +ER3, N,2,2013,7,10,WET,86,167.38,2.789666667,0,117.28,0.000390933,0.03,0.15,NA,NA +ER3, N,2,2013,7,10,WET,88,167.38,2.789666667,0,117.28,0.000390933,0.03,0.14,NA,NA +ER3, N,2,2013,7,10,WET,90,167.38,2.789666667,0,117.28,0.000390933,NA,NA,0.073,0.024 +ER3, N,2,2013,7,10,WET,92,167.38,2.789666667,0,117.28,0.000390933,0.17,0.68,NA,NA +ER3, N,2,2013,7,10,WET,95,0,0,0,117.28,0.000390933,0.21,0.86,NA,NA +ER3, N,2,2013,7,10,WET,96,0,0,0,49.66,0.000165533,NA,NA,NA,NA +ER3, N,2,2013,7,10,WET,96.5,0,0,0,30.04,0.000100133,NA,NA,NA,NA +ER3, N,2,2013,7,10,WET,97,0,0,0,14.15,0.000047167,NA,NA,NA,NA +ER3, N,2,2013,7,10,WET,97.83,0,0,0,0,0,NA,NA,NA,NA +ER3, N,3,2013,7,9,DRY,0,73.66,1.227666667,0,0,0,NA,NA,NA,NA +ER3, N,3,2013,7,9,DRY,15,73.66,1.227666667,0,0,0,NA,NA,NA,NA +ER3, N,3,2013,7,9,DRY,17,73.66,1.227666667,0,1.71,0.0000057,NA,NA,NA,NA +ER3, N,3,2013,7,9,DRY,25,73.66,1.227666667,0,2.8,0.000009333,NA,NA,NA,NA +ER3, N,3,2013,7,9,DRY,31,73.66,1.227666667,0,2.06,0.000006867,0.51,0.03,NA,NA +ER3, N,3,2013,7,9,DRY,36,73.66,1.227666667,0,3.13,0.000010433,0.48,0.05,NA,NA +ER3, N,3,2013,7,9,DRY,40,73.66,1.227666667,0,4.8,0.000016,0.61,0.1,NA,NA +ER3, N,3,2013,7,9,DRY,45,0,0,0,4.8,0.000016,0.77,0.12,NA,NA +ER3, N,3,2013,7,9,DRY,45.77,0,0,0,0,0,NA,NA,NA,NA +ER3, N,3,2013,7,9,WET,0,73.66,1.227666667,0,0,0,NA,NA,NA,NA +ER3, N,3,2013,7,9,WET,4.5,73.66,1.227666667,0,0,0,NA,NA,NA,NA +ER3, N,3,2013,7,9,WET,6,73.66,1.227666667,0,6.64,0.000022133,1.83,0.41,NA,NA +ER3, N,3,2013,7,9,WET,8,73.66,1.227666667,0,12.22,0.000040733,0.71,0.29,NA,NA +ER3, N,3,2013,7,9,WET,10,73.66,1.227666667,0,15.51,0.0000517,0.66,0.34,NA,NA +ER3, N,3,2013,7,9,WET,12,73.66,1.227666667,0,18.72,0.0000624,0.5,0.31,NA,NA +ER3, N,3,2013,7,9,WET,14,73.66,1.227666667,0,18.72,0.0000624,0.6,0.38,0.056,0.012 +ER3, N,3,2013,7,9,WET,17,73.66,1.227666667,0,20.7,0.000069,0.62,0.43,NA,NA +ER3, N,3,2013,7,9,WET,22,93.72,1.562,0,20.7,0.000069,0.46,0.32,NA,NA +ER3, N,3,2013,7,9,WET,24,93.72,1.562,0,41.97,0.0001399,0.72,1.03,NA,NA +ER3, N,3,2013,7,9,WET,26,93.72,1.562,0,51.5,0.000171667,0.58,1.02,NA,NA +ER3, N,3,2013,7,9,WET,28,93.72,1.562,0,51.5,0.000171667,0.46,0.81,NA,NA +ER3, N,3,2013,7,9,WET,30,93.72,1.562,0,51.5,0.000171667,0.41,0.71,0.055,0.017 +ER3, N,3,2013,7,9,WET,32,93.72,1.562,0,51.5,0.000171667,NA,NA,NA,NA +ER3, N,3,2013,7,9,WET,36,118.61,1.976833333,0,51.5,0.000171667,0.35,0.62,NA,NA +ER3, N,3,2013,7,9,WET,38,118.61,1.976833333,0,65.99,0.000219967,0.37,0.83,NA,NA +ER3, N,3,2013,7,9,WET,40,118.61,1.976833333,0,65.05,0.000216833,0.39,0.87,NA,NA +ER3, N,3,2013,7,9,WET,42,118.61,1.976833333,0,65.99,0.000219967,0.03,0.08,0.06,0.022 +ER3, N,3,2013,7,9,WET,44,118.61,1.976833333,0,65.99,0.000219967,0.37,0.82,NA,NA +ER3, N,3,2013,7,9,WET,46,153.41,2.556833333,0,65.99,0.000219967,0.29,0.66,NA,NA +ER3, N,3,2013,7,9,WET,48,153.41,2.556833333,0,98.97,0.0003299,0.32,1.08,NA,NA +ER3, N,3,2013,7,9,WET,50,153.41,2.556833333,0,98.52,0.0003284,0.27,0.92,NA,NA +ER3, N,3,2013,7,9,WET,52.5,153.41,2.556833333,0,98.52,0.0003284,0.25,0.85,0.066,0.025 +ER3, N,3,2013,7,9,WET,54,153.41,2.556833333,0,98.97,0.0003299,NA,NA,NA,NA +ER3, N,3,2013,7,9,WET,57,167.38,2.789666667,0,95.83,0.000319433,NA,NA,NA,NA +ER3, N,3,2013,7,9,WET,59,167.38,2.789666667,0,125.95,0.000419833,0.23,0.98,NA,NA +ER3, N,3,2013,7,9,WET,61,167.38,2.789666667,0,125.95,0.000419833,0.21,0.91,NA,NA +ER3, N,3,2013,7,9,WET,63,167.38,2.789666667,0,125.44,0.000418133,0.17,0.73,0.07,0.027 +ER3, N,3,2013,7,9,WET,65,167.38,2.789666667,0,126.7,0.000422333,0.25,1.09,NA,NA +ER3, N,3,2013,7,9,WET,68,0,0,0,130.76,0.000435867,NA,NA,NA,NA +ER3, N,3,2013,7,9,WET,69,0,0,0,49,0.000163333,0.09,0.14,NA,NA +ER3, N,3,2013,7,9,WET,69.5,0,0,0,23.61,0.0000787,NA,NA,NA,NA +ER3, N,3,2013,7,9,WET,70.27,0,0,0,0,0,NA,NA,NA,NA +ER3, N,4,2013,7,9,DRY,0,73.66,1.227666667,0,0,0,NA,NA,NA,NA +ER3, N,4,2013,7,9,DRY,4.33,73.66,1.227666667,0,0,0,NA,NA,NA,NA +ER3, N,4,2013,7,9,DRY,6,73.66,1.227666667,0,3.23,0.000010767,1.15,0.12,NA,NA +ER3, N,4,2013,7,9,DRY,8,73.66,1.227666667,0,5.34,0.0000178,0.56,0.1,NA,NA +ER3, N,4,2013,7,9,DRY,10,73.66,1.227666667,0,7.4,0.000024667,0.26,0.06,NA,NA +ER3, N,4,2013,7,9,DRY,12,73.66,1.227666667,0,8.13,0.0000271,0.69,0.19,NA,NA +ER3, N,4,2013,7,9,DRY,15,73.66,1.227666667,0,8.51,0.000028367,0.36,0.1,NA,NA +ER3, N,4,2013,7,9,DRY,20,73.66,1.227666667,0,10.16,0.000033867,3.22,1.11,NA,NA +ER3, N,4,2013,7,9,DRY,25,73.66,1.227666667,0,10.16,0.000033867,0.32,0.11,NA,NA +ER3, N,4,2013,7,9,DRY,35,73.66,1.227666667,0,10.16,0.000033867,0.33,0.11,NA,NA +ER3, N,4,2013,7,9,DRY,45,0,0,0,9.68,0.000032267,0.27,0.08,NA,NA +ER3, N,4,2013,7,9,DRY,45.5,0,0,0,6.17,0.000020567,NA,NA,NA,NA +ER3, N,4,2013,7,9,DRY,46,0,0,0,2.84,0.000009467,NA,NA,NA,NA +ER3, N,4,2013,7,9,DRY,46.17,0,0,0,0,0,NA,NA,NA,NA +ER3, N,4,2013,7,9,WET,0,73.66,1.227666667,0,0,0,NA,NA,NA,NA +ER3, N,4,2013,7,9,WET,4.58,73.66,1.227666667,0,4,0.000013333,NA,NA,NA,NA +ER3, N,4,2013,7,9,WET,6,73.66,1.227666667,0,6.57,0.0000219,0.49,0.1,NA,NA +ER3, N,4,2013,7,9,WET,8,73.66,1.227666667,0,13.22,0.000044067,0.29,0.12,NA,NA +ER3, N,4,2013,7,9,WET,10,73.66,1.227666667,0,17.34,0.0000578,0.37,0.21,NA,NA +ER3, N,4,2013,7,9,WET,12,73.66,1.227666667,0,19.48,0.000064933,NA,NA,NA,NA +ER3, N,4,2013,7,9,WET,13,73.66,1.227666667,0,19.48,0.000064933,0.29,0.19,0.034,0.01 +ER3, N,4,2013,7,9,WET,17,73.66,1.227666667,0,19.48,0.000064933,0.22,0.14,NA,NA +ER3, N,4,2013,7,9,WET,22,93.72,1.562,0,19.48,0.000064933,0.24,0.16,NA,NA +ER3, N,4,2013,7,9,WET,24,93.72,1.562,0,37.02,0.0001234,0.31,0.39,NA,NA +ER3, N,4,2013,7,9,WET,26,93.72,1.562,0,45.74,0.000152467,0.27,0.41,NA,NA +ER3, N,4,2013,7,9,WET,28,93.72,1.562,0,45.74,0.000152467,0.24,0.38,NA,NA +ER3, N,4,2013,7,9,WET,30,93.72,1.562,0,45.74,0.000152467,0.33,0.51,0.044,0.017 +ER3, N,4,2013,7,9,WET,33,93.72,1.562,0,45.74,0.000152467,0.25,0.39,NA,NA +ER3, N,4,2013,7,9,WET,36,118.61,1.976833333,0,45.74,0.000152467,0.21,0.33,NA,NA +ER3, N,4,2013,7,9,WET,38,118.61,1.976833333,0,61.53,0.0002051,0.24,0.51,NA,NA +ER3, N,4,2013,7,9,WET,40,118.61,1.976833333,0,66.94,0.000223133,0.33,0.75,NA,NA +ER3, N,4,2013,7,9,WET,42,118.61,1.976833333,0,66.94,0.000223133,0.24,0.55,0.048,0.019 +ER3, N,4,2013,7,9,WET,45,118.61,1.976833333,0,66.94,0.000223133,0.2,0.47,NA,NA +ER3, N,4,2013,7,9,WET,48,153.41,2.556833333,0,66.94,0.000223133,0.17,0.39,NA,NA +ER3, N,4,2013,7,9,WET,50,153.41,2.556833333,0,99.42,0.0003314,0.2,0.67,NA,NA +ER3, N,4,2013,7,9,WET,52,153.41,2.556833333,0,103.76,0.000345867,0.19,0.7,NA,NA +ER3, N,4,2013,7,9,WET,54,153.41,2.556833333,0,103.76,0.000345867,0.18,0.66,NA,NA +ER3, N,4,2013,7,9,WET,55,153.41,2.556833333,0,103.76,0.000345867,0.21,0.74,0.067,0.024 +ER3, N,4,2013,7,9,WET,57,153.41,2.556833333,0,103.76,0.000345867,0.15,0.55,NA,NA +ER3, N,4,2013,7,9,WET,60,167.38,2.789666667,0,103.76,0.000345867,0.15,0.55,NA,NA +ER3, N,4,2013,7,9,WET,62,167.38,2.789666667,0,118.99,0.000396633,0.17,0.7,NA,NA +ER3, N,4,2013,7,9,WET,64,167.38,2.789666667,0,118.01,0.000393367,0.12,0.5,NA,NA +ER3, N,4,2013,7,9,WET,66,167.38,2.789666667,0,118.01,0.000393367,0.14,0.58,0.062,0.026 +ER3, N,4,2013,7,9,WET,68,167.38,2.789666667,0,118.01,0.000393367,0.15,0.61,NA,NA +ER3, N,4,2013,7,9,WET,71,0,0,0,118.01,0.000393367,0.11,0.46,NA,NA +ER3, N,4,2013,7,9,WET,72,0,0,0,41.35,0.000137833,0.02,0.03,NA,NA +ER3, N,4,2013,7,9,WET,72.5,0,0,0,24.09,0.0000803,NA,NA,NA,NA +ER3, N,4,2013,7,9,WET,73,0,0,0,12.85,0.000042833,NA,NA,NA,NA +ER3, N,4,2013,7,9,WET,73.9,0,0,0,0,0,NA,NA,NA,NA +ER3, N,5,2013,8,14,DRY,0,73.66,1.227666667,0,0,0,NA,NA,NA,NA +ER3, N,5,2013,8,14,DRY,45,0,0,0,0,0,NA,NA,NA,NA +ER3, N,5,2013,8,14,WET,0,0,0,116.1576355,0,0,NA,NA,NA,NA +ER3, N,5,2013,8,14,WET,4,0,0,116.1576355,0,0,NA,NA,NA,NA +ER3, N,5,2013,8,14,WET,5,0,0,116.1576355,23.85,0.0000795,0.38,0.3,NA,NA +ER3, N,5,2013,8,14,WET,6,0,0,116.1576355,32.62,0.000108733,0.09,0.1,NA,NA +ER3, N,5,2013,8,14,WET,7,0,0,116.1576355,35.28,0.0001176,0.05,0.06,NA,NA +ER3, N,5,2013,8,14,WET,8,0,0,116.1576355,39.83,0.000132767,0.02,0.03,NA,NA +ER3, N,5,2013,8,14,WET,10,0,0,116.1576355,55.28,0.000184267,0.04,0.07,NA,NA +ER3, N,5,2013,8,14,WET,13,0,0,116.1576355,60.44,0.000201467,0.05,0.1,NA,NA +ER3, N,5,2013,8,14,WET,15,0,0,116.1576355,60.44,0.000201467,0.03,0.06,NA,NA +ER3, N,5,2013,8,14,WET,16,0,0,116.1576355,60.44,0.000201467,0.01,0.02,0.074,0.022 +ER3, N,5,2013,8,14,WET,18,0,0,116.1576355,60.44,0.000201467,0.01,0.02,NA,NA +ER3, N,5,2013,8,14,WET,21,0,0,180.1477833,60.44,0.000201467,NA,NA,NA,NA +ER3, N,5,2013,8,14,WET,21.78,0,0,180.1477833,60.44,0.000201467,0.02,0.04,NA,NA +ER3, N,5,2013,8,14,WET,23,0,0,180.1477833,112.69,0.000375633,0.06,0.26,NA,NA +ER3, N,5,2013,8,14,WET,24,0,0,180.1477833,112.69,0.000375633,0.02,0.08,NA,NA +ER3, N,5,2013,8,14,WET,25,0,0,180.1477833,112.69,0.000375633,0.02,0.09,0.09,0.027 +ER3, N,5,2013,8,14,WET,27,0,0,180.1477833,112.69,0.000375633,0.01,0.04,NA,NA +ER3, N,5,2013,8,14,WET,29,0,0,234.679803,112.69,0.000375633,NA,NA,NA,NA +ER3, N,5,2013,8,14,WET,29.73,0,0,234.679803,112.69,0.000375633,0,0.01,NA,NA +ER3, N,5,2013,8,14,WET,31,0,0,234.679803,171.59,0.000571967,0.03,0.18,NA,NA +ER3, N,5,2013,8,14,WET,32,0,0,234.679803,171.59,0.000571967,0.02,0.16,NA,NA +ER3, N,5,2013,8,14,WET,34,0,0,234.679803,172.17,0.0005739,0,0.03,0.129,0.029 +ER3, N,5,2013,8,14,WET,36,0,0,234.679803,171.59,0.000571967,0.02,0.14,NA,NA +ER3, N,5,2013,8,14,WET,39,0,0,284.679803,171.59,0.000571967,NA,NA,NA,NA +ER3, N,5,2013,8,14,WET,39.73,0,0,284.679803,171.59,0.000571967,0.01,0.07,NA,NA +ER3, N,5,2013,8,14,WET,41,0,0,284.679803,229.93,0.000766433,0.01,0.08,NA,NA +ER3, N,5,2013,8,14,WET,42,0,0,284.679803,229.93,0.000766433,0.02,0.2,NA,NA +ER3, N,5,2013,8,14,WET,43,0,0,284.679803,229.93,0.000766433,0.04,0.36,0.148,0.036 +ER3, N,5,2013,8,14,WET,45,0,0,284.679803,229.93,0.000766433,NA,NA,NA,NA +ER3, N,5,2013,8,14,WET,47.08,0,0,331.0344828,229.93,0.000766433,NA,NA,NA,NA +ER3, N,5,2013,8,14,WET,47.74,0,0,331.0344828,229.93,0.000766433,0,0.05,NA,NA +ER3, N,5,2013,8,14,WET,49,0,0,331.0344828,265.23,0.0008841,0.03,0.32,NA,NA +ER3, N,5,2013,8,14,WET,50,0,0,331.0344828,264.53,0.000881767,0,0.06,NA,NA +ER3, N,5,2013,8,14,WET,51,0,0,331.0344828,264.53,0.000881767,0,0.03,0.159,0.041 +ER3, N,5,2013,8,14,WET,53,0,0,331.0344828,264.53,0.000881767,NA,NA,NA,NA +ER3, N,5,2013,8,14,WET,55,0,0,0,264.53,0.000881767,0,0.03,NA,NA +ER3, N,5,2013,8,14,WET,56,0,0,0,131.02,0.000436733,0,0.01,NA,NA +ER3, N,5,2013,8,14,WET,57,0,0,0,56.51,0.000188367,0.08,0.16,NA,NA +ER3, N,5,2013,8,14,WET,58.5,0,0,0,0,0,NA,NA,NA,NA +ER3, N,6,2013,8,14,DRY,0,73.66,1.227666667,0,0,0,NA,NA,NA,NA +ER3, N,6,2013,8,14,DRY,15.5,73.66,1.227666667,0,0,0,NA,NA,NA,NA +ER3, N,6,2013,8,14,DRY,20,73.66,1.227666667,0,1.6,0.000005333,NA,NA,NA,NA +ER3, N,6,2013,8,14,DRY,23,73.66,1.227666667,0,1.98,0.0000066,NA,NA,NA,NA +ER3, N,6,2013,8,14,DRY,31,73.66,1.227666667,0,3.95,0.000013167,NA,NA,NA,NA +ER3, N,6,2013,8,14,DRY,32,73.66,1.227666667,0,4.22,0.000014067,0.66,0.09,NA,NA +ER3, N,6,2013,8,14,DRY,35,73.66,1.227666667,0,4.28,0.000014267,0.39,0.05,NA,NA +ER3, N,6,2013,8,14,DRY,38,73.66,1.227666667,0,4.22,0.000014067,0.28,0.04,NA,NA +ER3, N,6,2013,8,14,DRY,41.17,73.66,1.227666667,0,4.68,0.0000156,0.2,0.03,NA,NA +ER3, N,6,2013,8,14,DRY,43,73.66,1.227666667,0,4.68,0.0000156,0.21,0.03,NA,NA +ER3, N,6,2013,8,14,DRY,45,0,0,0,5.4,0.000018,0.16,0.03,NA,NA +ER3, N,6,2013,8,14,DRY,45.83,0,0,0,2.53,0.000008433,NA,NA,NA,NA +ER3, N,6,2013,8,14,DRY,46.5,0,0,0,0.63,0.0000021,NA,NA,NA,NA +ER3, N,6,2013,8,14,DRY,46.75,0,0,0,0,0,NA,NA,NA,NA +ER3, N,6,2013,8,14,WET,0,0,0,116.1576355,0,0,NA,NA,NA,NA +ER3, N,6,2013,8,14,WET,2.5,0,0,116.1576355,0,0,NA,NA,NA,NA +ER3, N,6,2013,8,14,WET,3,0,0,116.1576355,52.18,0.000173933,NA,NA,NA,NA +ER3, N,6,2013,8,14,WET,4,0,0,116.1576355,63.19,0.000210633,0.07,0.16,NA,NA +ER3, N,6,2013,8,14,WET,5.25,0,0,116.1576355,63.19,0.000210633,0.02,0.04,NA,NA +ER3, N,6,2013,8,14,WET,6,0,0,116.1576355,63.19,0.000210633,0.01,0.03,NA,NA +ER3, N,6,2013,8,14,WET,7,0,0,116.1576355,63.19,0.000210633,0.01,0.03,0.086,0.024 +ER3, N,6,2013,8,14,WET,9,0,0,116.1576355,70.59,0.0002353,0.02,0.05,NA,NA +ER3, N,6,2013,8,14,WET,12,0,0,180.1477833,70.59,0.0002353,NA,NA,NA,NA +ER3, N,6,2013,8,14,WET,12.93,0,0,180.1477833,70.59,0.0002353,0.04,0.1,NA,NA +ER3, N,6,2013,8,14,WET,14,0,0,180.1477833,117.53,0.000391767,0.05,0.22,NA,NA +ER3, N,6,2013,8,14,WET,15,0,0,180.1477833,117.53,0.000391767,0.03,0.14,NA,NA +ER3, N,6,2013,8,14,WET,16,0,0,180.1477833,117.53,0.000391767,0.02,0.11,0.103,0.03 +ER3, N,6,2013,8,14,WET,18,0,0,180.1477833,117.53,0.000391767,0.01,0.06,NA,NA +ER3, N,6,2013,8,14,WET,22,0,0,234.679803,117.53,0.000391767,NA,NA,NA,NA +ER3, N,6,2013,8,14,WET,22.78,0,0,234.679803,117.53,0.000391767,0.01,0.07,NA,NA +ER3, N,6,2013,8,14,WET,24,0,0,234.679803,182.12,0.000607067,0.06,0.41,NA,NA +ER3, N,6,2013,8,14,WET,25.5,0,0,234.679803,182.12,0.000607067,0.03,0.2,NA,NA +ER3, N,6,2013,8,14,WET,27,0,0,234.679803,182.12,0.000607067,0.02,0.17,0.118,0.035 +ER3, N,6,2013,8,14,WET,29,0,0,234.679803,182.12,0.000607067,0.01,0.11,NA,NA +ER3, N,6,2013,8,14,WET,31,0,0,284.679803,182.12,0.000607067,NA,NA,NA,NA +ER3, N,6,2013,8,14,WET,31.73,0,0,284.679803,182.12,0.000607067,0.02,0.17,NA,NA +ER3, N,6,2013,8,14,WET,33,0,0,284.679803,240.56,0.000801867,0.03,0.32,NA,NA +ER3, N,6,2013,8,14,WET,34,0,0,284.679803,240.56,0.000801867,0.02,0.21,NA,NA +ER3, N,6,2013,8,14,WET,35,0,0,284.679803,240.56,0.000801867,0.01,0.11,0.123,0.04 +ER3, N,6,2013,8,14,WET,37,0,0,284.679803,240.56,0.000801867,0,0.02,NA,NA +ER3, N,6,2013,8,14,WET,39,0,0,331.0344828,240.56,0.000801867,NA,NA,NA,NA +ER3, N,6,2013,8,14,WET,39.78,0,0,331.0344828,240.56,0.000801867,0.02,0.19,NA,NA +ER3, N,6,2013,8,14,WET,41,0,0,331.0344828,285.89,0.000952967,0,0.08,NA,NA +ER3, N,6,2013,8,14,WET,42,0,0,331.0344828,285.89,0.000952967,0.01,0.18,NA,NA +ER3, N,6,2013,8,14,WET,43,0,0,331.0344828,285.89,0.000952967,0.01,0.16,0.14,0.039 +ER3, N,6,2013,8,14,WET,45,0,0,331.0344828,285.89,0.000952967,0,0.07,NA,NA +ER3, N,6,2013,8,14,WET,47,0,0,0,285.89,0.000952967,0.03,0.3,NA,NA +ER3, N,6,2013,8,14,WET,48,0,0,0,116.79,0.0003893,0,0.01,NA,NA +ER3, N,6,2013,8,14,WET,49,0,0,0,22.31,0.000074367,NA,NA,NA,NA +ER3, N,6,2013,8,14,WET,49.5,0,0,0,7.62,0.0000254,NA,NA,NA,NA +ER3, N,6,2013,8,14,WET,50,0,0,0,0,0,NA,NA,NA,NA +ER3, N,7,2013,8,13,DRY,0,73.66,1.227666667,0,0,0,NA,NA,NA,NA +ER3, N,7,2013,8,13,DRY,6.25,73.66,1.227666667,0,0,0,NA,NA,NA,NA +ER3, N,7,2013,8,13,DRY,8,73.66,1.227666667,0,5.53,0.000018433,1.01,0.19,NA,NA +ER3, N,7,2013,8,13,DRY,10.33,73.66,1.227666667,0,6.98,0.000023267,1.14,0.26,NA,NA +ER3, N,7,2013,8,13,DRY,13,73.66,1.227666667,0,7.83,0.0000261,0.77,0.2,NA,NA +ER3, N,7,2013,8,13,DRY,15,73.66,1.227666667,0,9.68,0.000032267,0.82,0.26,NA,NA +ER3, N,7,2013,8,13,DRY,17,73.66,1.227666667,0,10.25,0.000034167,0.81,0.28,NA,NA +ER3, N,7,2013,8,13,DRY,25,73.66,1.227666667,0,15.32,0.000051067,0.57,0.29,NA,NA +ER3, N,7,2013,8,13,DRY,30,73.66,1.227666667,0,15.81,0.0000527,0.53,0.28,NA,NA +ER3, N,7,2013,8,13,DRY,35,73.66,1.227666667,0,17.03,0.000056767,0.38,0.22,NA,NA +ER3, N,7,2013,8,13,DRY,42,73.66,1.227666667,0,22.78,0.000075933,0.38,0.29,NA,NA +ER3, N,7,2013,8,13,DRY,44,73.66,1.227666667,0,23.61,0.0000787,0.31,0.25,NA,NA +ER3, N,7,2013,8,13,DRY,45,0,0,0,23.61,0.0000787,0.31,0.25,NA,NA +ER3, N,7,2013,8,13,DRY,45.5,0,0,0,14.92,0.000049733,0.09,0.04,NA,NA +ER3, N,7,2013,8,13,DRY,46,0,0,0,8.13,0.0000271,NA,NA,NA,NA +ER3, N,7,2013,8,13,DRY,46.5,0,0,0,3.53,0.000011767,NA,NA,NA,NA +ER3, N,7,2013,8,13,DRY,47.25,0,0,0,0,0,NA,NA,NA,NA +ER3, N,7,2013,8,13,WET,0,0,0,116.1576355,0,0,NA,NA,NA,NA +ER3, N,7,2013,8,13,WET,1.75,0,0,116.1576355,0,0,NA,NA,NA,NA +ER3, N,7,2013,8,13,WET,3,0,0,116.1576355,73.33,0.000244433,0.16,0.4,NA,NA +ER3, N,7,2013,8,13,WET,5,0,0,116.1576355,101.01,0.0003367,0.05,0.17,NA,NA +ER3, N,7,2013,8,13,WET,7,0,0,116.1576355,101.01,0.0003367,0.02,0.09,NA,NA +ER3, N,7,2013,8,13,WET,8,0,0,116.1576355,101.01,0.0003367,0.01,0.06,NA,NA +ER3, N,7,2013,8,13,WET,9,0,0,116.1576355,101.01,0.0003367,0.03,0.12,0.209,0.031 +ER3, N,7,2013,8,13,WET,11,0,0,116.1576355,101.01,0.0003367,0.02,0.08,NA,NA +ER3, N,7,2013,8,13,WET,13,0,0,180.1477833,101.01,0.0003367,NA,NA,NA,NA +ER3, N,7,2013,8,13,WET,13.78,0,0,180.1477833,101.01,0.0003367,0.07,0.24,NA,NA +ER3, N,7,2013,8,13,WET,15,0,0,180.1477833,174.2,0.000580667,0.09,0.53,NA,NA +ER3, N,7,2013,8,13,WET,16,0,0,180.1477833,175.07,0.000583567,0.04,0.26,NA,NA +ER3, N,7,2013,8,13,WET,17,0,0,180.1477833,175.07,0.000583567,0.04,0.28,0.239,0.034 +ER3, N,7,2013,8,13,WET,19,0,0,180.1477833,175.07,0.000583567,0.02,0.15,NA,NA +ER3, N,7,2013,8,13,WET,21,0,0,234.679803,175.65,0.0005855,NA,NA,NA,NA +ER3, N,7,2013,8,13,WET,21.68,0,0,234.679803,175.65,0.0005855,0.04,0.26,NA,NA +ER3, N,7,2013,8,13,WET,23,0,0,234.679803,236.88,0.0007896,0.07,0.57,NA,NA +ER3, N,7,2013,8,13,WET,24,0,0,234.679803,247.3,0.000824333,0.02,0.21,NA,NA +ER3, N,7,2013,8,13,WET,25,0,0,234.679803,247.3,0.000824333,0,0.06,NA,NA +ER3, N,7,2013,8,13,WET,26,0,0,234.679803,247.3,0.000824333,0.01,0.14,0.304,0.038 +ER3, N,7,2013,8,13,WET,28,0,0,234.679803,247.3,0.000824333,0.01,0.08,NA,NA +ER3, N,7,2013,8,13,WET,30,0,0,284.679803,247.3,0.000824333,NA,NA,NA,NA +ER3, N,7,2013,8,13,WET,30.57,0,0,284.679803,247.3,0.000824333,0.01,0.09,NA,NA +ER3, N,7,2013,8,13,WET,32,0,0,284.679803,313.61,0.001045367,0.02,0.27,NA,NA +ER3, N,7,2013,8,13,WET,33,0,0,284.679803,314.37,0.0010479,0.01,0.18,NA,NA +ER3, N,7,2013,8,13,WET,34,0,0,284.679803,313.61,0.001045367,0,0.09,0.283,0.045 +ER3, N,7,2013,8,13,WET,35.5,0,0,284.679803,313.61,0.001045367,0.01,0.2,NA,NA +ER3, N,7,2013,8,13,WET,38,0,0,331.0344828,313.61,0.001045367,NA,NA,NA,NA +ER3, N,7,2013,8,13,WET,38.63,0,0,331.0344828,313.61,0.001045367,0.04,0.43,NA,NA +ER3, N,7,2013,8,13,WET,40,0,0,331.0344828,334.67,0.001115567,0.01,0.16,NA,NA +ER3, N,7,2013,8,13,WET,41,0,0,331.0344828,334.67,0.001115567,0.01,0.15,NA,NA +ER3, N,7,2013,8,13,WET,42,0,0,331.0344828,334.67,0.001115567,0.02,0.32,0.324,0.038 +ER3, N,7,2013,8,13,WET,44,0,0,331.0344828,334.67,0.001115567,0.01,0.15,NA,NA +ER3, N,7,2013,8,13,WET,46.2,0,0,0,334.67,0.001115567,0.01,0.17,NA,NA +ER3, N,7,2013,8,13,WET,47,0,0,0,205.56,0.0006852,0.01,0.11,NA,NA +ER3, N,7,2013,8,13,WET,48,0,0,0,44.63,0.000148767,0.01,0.02,NA,NA +ER3, N,7,2013,8,13,WET,49,0,0,0,11.34,0.0000378,NA,NA,NA,NA +ER3, N,7,2013,8,13,WET,50.25,0,0,0,0,0,NA,NA,NA,NA +ER3, N,8,2013,7,11,DRY,0,73.66,1.227666667,0,0,0,NA,NA,NA,NA +ER3, N,8,2013,7,11,DRY,4.42,73.66,1.227666667,0,0,0,NA,NA,NA,NA +ER3, N,8,2013,7,11,DRY,6.5,73.66,1.227666667,0,3.08,0.000010267,NA,NA,NA,NA +ER3, N,8,2013,7,11,DRY,7,73.66,1.227666667,0,4.17,0.0000139,0.55,0.07,NA,NA +ER3, N,8,2013,7,11,DRY,9,73.66,1.227666667,0,4.74,0.0000158,0.51,0.08,NA,NA +ER3, N,8,2013,7,11,DRY,11,73.66,1.227666667,0,5.34,0.0000178,0.42,0.07,NA,NA +ER3, N,8,2013,7,11,DRY,12,73.66,1.227666667,0,6.5,0.000021667,NA,NA,NA,NA +ER3, N,8,2013,7,11,DRY,14,73.66,1.227666667,0,6.43,0.000021433,0.36,0.08,NA,NA +ER3, N,8,2013,7,11,DRY,20,73.66,1.227666667,0,6.43,0.000021433,0.28,0.06,NA,NA +ER3, N,8,2013,7,11,DRY,25,73.66,1.227666667,0,6.43,0.000021433,0.19,0.04,NA,NA +ER3, N,8,2013,7,11,DRY,35,73.66,1.227666667,0,6.43,0.000021433,0.27,0.06,NA,NA +ER3, N,8,2013,7,11,DRY,45,0,0,0,6.43,0.000021433,0.16,0.03,NA,NA +ER3, N,8,2013,7,11,DRY,45.5,0,0,0,2.89,0.000009633,NA,NA,NA,NA +ER3, N,8,2013,7,11,DRY,46.17,0,0,0,0,0,NA,NA,NA,NA +ER3, N,8,2013,7,11,WET,0,0,0,116.1576355,0,0,NA,NA,NA,NA +ER3, N,8,2013,7,11,WET,2.88,0,0,116.1576355,0,0,NA,NA,NA,NA +ER3, N,8,2013,7,11,WET,3.5,0,0,116.1576355,10.83,0.0000361,NA,NA,NA,NA +ER3, N,8,2013,7,11,WET,4,0,0,116.1576355,28.34,0.000094467,0.28,0.27,NA,NA +ER3, N,8,2013,7,11,WET,5,0,0,116.1576355,52.18,0.000173933,0.09,0.16,NA,NA +ER3, N,8,2013,7,11,WET,6,0,0,116.1576355,59.18,0.000197267,NA,NA,NA,NA +ER3, N,8,2013,7,11,WET,7,0,0,116.1576355,62.08,0.000206933,0.01,0.04,NA,NA +ER3, N,8,2013,7,11,WET,8,0,0,116.1576355,62.08,0.000206933,0.01,0.03,NA,NA +ER3, N,8,2013,7,11,WET,9,0,0,116.1576355,62.08,0.000206933,0.01,0.03,0.102,0.023 +ER3, N,8,2013,7,11,WET,11,0,0,116.1576355,62.08,0.000206933,0.02,0.05,NA,NA +ER3, N,8,2013,7,11,WET,14,0,0,180.1477833,62.08,0.000206933,0,0.01,NA,NA +ER3, N,8,2013,7,11,WET,15.08,0,0,180.1477833,62.08,0.000206933,0.1,0.21,NA,NA +ER3, N,8,2013,7,11,WET,17,0,0,180.1477833,129.74,0.000432467,0.01,0.04,NA,NA +ER3, N,8,2013,7,11,WET,18,0,0,180.1477833,129.74,0.000432467,0.01,0.04,NA,NA +ER3, N,8,2013,7,11,WET,19,0,0,180.1477833,129.74,0.000432467,0,0.04,0.123,0.03 +ER3, N,8,2013,7,11,WET,21,0,0,180.1477833,129.74,0.000432467,0,0.01,NA,NA +ER3, N,8,2013,7,11,WET,24,0,0,234.679803,129.74,0.000432467,NA,NA,NA,NA +ER3, N,8,2013,7,11,WET,24.92,0,0,234.679803,129.74,0.000432467,0.03,0.16,NA,NA +ER3, N,8,2013,7,11,WET,26,0,0,234.679803,210.28,0.000700933,0.02,0.15,NA,NA +ER3, N,8,2013,7,11,WET,27,0,0,234.679803,210.28,0.000700933,0.01,0.1,NA,NA +ER3, N,8,2013,7,11,WET,29,0,0,234.679803,210.28,0.000700933,0,0.06,0.147,0.039 +ER3, N,8,2013,7,11,WET,30,0,0,234.679803,210.28,0.000700933,0.01,0.07,NA,NA +ER3, N,8,2013,7,11,WET,33,0,0,284.679803,210.28,0.000700933,NA,NA,NA,NA +ER3, N,8,2013,7,11,WET,33.83,0,0,284.679803,210.28,0.000700933,0.01,0.07,NA,NA +ER3, N,8,2013,7,11,WET,35,0,0,284.679803,285.89,0.000952967,0.01,0.12,NA,NA +ER3, N,8,2013,7,11,WET,36,0,0,284.679803,285.89,0.000952967,0,0.09,NA,NA +ER3, N,8,2013,7,11,WET,37,0,0,284.679803,285.89,0.000952967,0.01,0.15,0.185,0.043 +ER3, N,8,2013,7,11,WET,38,0,0,284.679803,285.89,0.000952967,0.02,0.24,NA,NA +ER3, N,8,2013,7,11,WET,41,0,0,331.0344828,285.89,0.000952967,NA,NA,NA,NA +ER3, N,8,2013,7,11,WET,41.92,0,0,331.0344828,285.89,0.000952967,0.01,0.17,NA,NA +ER3, N,8,2013,7,11,WET,44,0,0,331.0344828,357.93,0.0011931,0.01,0.16,NA,NA +ER3, N,8,2013,7,11,WET,45,0,0,331.0344828,355.13,0.001183767,0.02,0.34,NA,NA +ER3, N,8,2013,7,11,WET,46,0,0,331.0344828,355.13,0.001183767,0,0.08,NA,NA +ER3, N,8,2013,7,11,WET,47,0,0,331.0344828,355.13,0.001183767,0,0.1,0.194,0.045 +ER3, N,8,2013,7,11,WET,48,0,0,331.0344828,355.13,0.001183767,0.03,0.36,NA,NA +ER3, N,8,2013,7,11,WET,49.5,0,0,0,61.17,0.0002039,0,0,NA,NA +ER3, N,8,2013,7,11,WET,50.5,0,0,0,179.17,0.000597233,0,0.05,NA,NA +ER3, N,8,2013,7,11,WET,51,0,0,0,68.85,0.0002295,0.01,0.03,NA,NA +ER3, 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N,6,2013,7,19,WET,65,0,0,331.0344828,275.83,0.000919433,NA,NA,0.237,0.047 +ER4G, N,6,2013,7,19,WET,67,0,0,331.0344828,275.83,0.000919433,NA,NA,NA,NA +ER4G, N,6,2013,7,19,WET,69,0,0,0,275.83,0.000919433,0.01,0.11,NA,NA +ER4G, N,6,2013,7,19,WET,69.5,0,0,0,266.99,0.000889967,0.01,0.12,NA,NA +ER4G, N,6,2013,7,19,WET,70,0,0,0,112.22,0.000374067,0.04,0.15,NA,NA +ER4G, N,6,2013,7,19,WET,70.5,0,0,0,52.01,0.000173367,NA,NA,NA,NA +ER4G, N,6,2013,7,19,WET,71,0,0,0,28.73,0.000095767,NA,NA,NA,NA +ER4G, N,6,2013,7,19,WET,72.5,0,0,0,0,0,NA,NA,NA,NA +ER4G, N,7,2013,7,17,DRY,0,73.66,1.227666667,0,0,0,NA,NA,NA,NA +ER4G, N,7,2013,7,17,DRY,5.08,73.66,1.227666667,0,0,0,NA,NA,NA,NA +ER4G, N,7,2013,7,17,DRY,7,73.66,1.227666667,0,26.93,0.000089767,0.42,0.38,NA,NA +ER4G, N,7,2013,7,17,DRY,9,73.66,1.227666667,0,38.49,0.0001283,0.39,0.51,NA,NA +ER4G, N,7,2013,7,17,DRY,11,73.66,1.227666667,0,38.49,0.0001283,0.3,0.39,NA,NA +ER4G, N,7,2013,7,17,DRY,15,73.66,1.227666667,0,38.49,0.0001283,0.26,0.34,NA,NA +ER4G, N,7,2013,7,17,DRY,20,73.66,1.227666667,0,38.49,0.0001283,0.18,0.24,NA,NA +ER4G, N,7,2013,7,17,DRY,25,73.66,1.227666667,0,38.49,0.0001283,0.25,0.33,NA,NA +ER4G, N,7,2013,7,17,DRY,30,0,0,0,38.49,0.0001283,0.14,0.19,NA,NA +ER4G, N,7,2013,7,17,DRY,30.5,0,0,0,30.18,0.0001006,0.1,0.1,NA,NA +ER4G, N,7,2013,7,17,DRY,31,0,0,0,21.96,0.0000732,NA,NA,NA,NA +ER4G, N,7,2013,7,17,DRY,31.5,0,0,0,13.59,0.0000453,NA,NA,NA,NA +ER4G, N,7,2013,7,17,DRY,33.5,0,0,0,0,0,NA,NA,NA,NA +ER4G, N,7,2013,7,17,WET,0,0,0,116.1576355,0,0,NA,NA,NA,NA +ER4G, N,7,2013,7,17,WET,2.25,0,0,116.1576355,0,0,NA,NA,NA,NA +ER4G, N,7,2013,7,17,WET,3,0,0,116.1576355,91.2,0.000304,0.11,0.36,NA,NA +ER4G, N,7,2013,7,17,WET,4,0,0,116.1576355,98.52,0.0003284,0.12,0.4,NA,NA +ER4G, N,7,2013,7,17,WET,6,0,0,116.1576355,106.08,0.0003536,0.03,0.11,NA,NA +ER4G, N,7,2013,7,17,WET,8,0,0,116.1576355,106.08,0.0003536,0.01,0.05,NA,NA +ER4G, N,7,2013,7,17,WET,9,0,0,116.1576355,106.08,0.0003536,0,0.02,0.098,0.023 +ER4G, N,7,2013,7,17,WET,11,0,0,116.1576355,106.08,0.0003536,0.01,0.07,NA,NA +ER4G, N,7,2013,7,17,WET,15,0,0,180.1477833,106.08,0.0003536,0.02,0.07,NA,NA +ER4G, N,7,2013,7,17,WET,15.88,0,0,180.1477833,106.08,0.0003536,0.02,0.09,NA,NA +ER4G, N,7,2013,7,17,WET,17,0,0,180.1477833,157.71,0.0005257,0.02,0.1,NA,NA +ER4G, N,7,2013,7,17,WET,19,0,0,180.1477833,157.16,0.000523867,0.02,0.11,NA,NA +ER4G, N,7,2013,7,17,WET,21,0,0,180.1477833,157.16,0.000523867,0.01,0.08,0.132,0.029 +ER4G, N,7,2013,7,17,WET,23,0,0,180.1477833,157.16,0.000523867,0.01,0.09,NA,NA +ER4G, N,7,2013,7,17,WET,26,0,0,234.679803,157.16,0.000523867,0.02,0.1,NA,NA +ER4G, N,7,2013,7,17,WET,26.78,0,0,234.679803,157.16,0.000523867,0.01,0.07,NA,NA +ER4G, N,7,2013,7,17,WET,28,0,0,234.679803,214.08,0.0007136,0.02,0.18,NA,NA +ER4G, N,7,2013,7,17,WET,29,0,0,234.679803,214.08,0.0007136,0.01,0.08,NA,NA +ER4G, N,7,2013,7,17,WET,31,0,0,234.679803,214.08,0.0007136,0.01,0.12,0.149,0.034 +ER4G, N,7,2013,7,17,WET,33,0,0,234.679803,214.08,0.0007136,0,0.07,NA,NA +ER4G, N,7,2013,7,17,WET,36,0,0,284.679803,214.72,0.000715733,0.01,0.07,NA,NA +ER4G, N,7,2013,7,17,WET,36.94,0,0,284.679803,214.72,0.000715733,0.01,0.12,NA,NA +ER4G, N,7,2013,7,17,WET,38,0,0,284.679803,223.4,0.000744667,0.01,0.1,NA,NA +ER4G, N,7,2013,7,17,WET,39,0,0,284.679803,234.22,0.000780733,0.02,0.18,NA,NA +ER4G, N,7,2013,7,17,WET,40,0,0,284.679803,234.22,0.000780733,0.01,0.11,NA,NA +ER4G, N,7,2013,7,17,WET,42,0,0,284.679803,234.22,0.000780733,0.01,0.09,0.162,0.036 +ER4G, N,7,2013,7,17,WET,44,0,0,284.679803,234.22,0.000780733,NA,NA,NA,NA +ER4G, N,7,2013,7,17,WET,47,0,0,331.0344828,234.22,0.000780733,NA,NA,NA,NA +ER4G, N,7,2013,7,17,WET,47.82,0,0,331.0344828,234.22,0.000780733,0,0.03,NA,NA +ER4G, N,7,2013,7,17,WET,49,0,0,331.0344828,260.7,0.000869,0.01,0.13,NA,NA +ER4G, N,7,2013,7,17,WET,50,0,0,331.0344828,261.39,0.0008713,0.01,0.12,NA,NA +ER4G, N,7,2013,7,17,WET,52,0,0,331.0344828,260.7,0.000869,0.01,0.13,0.183,0.042 +ER4G, N,7,2013,7,17,WET,54,0,0,331.0344828,260.7,0.000869,0.01,0.15,NA,NA +ER4G, N,7,2013,7,17,WET,56,0,0,0,260.7,0.000869,0.01,0.09,NA,NA +ER4G, N,7,2013,7,17,WET,57,0,0,0,147.85,0.000492833,0,0.03,NA,NA +ER4G, N,7,2013,7,17,WET,57.5,0,0,0,57.04,0.000190133,NA,NA,NA,NA +ER4G, N,7,2013,7,17,WET,58,0,0,0,33.73,0.000112433,NA,NA,NA,NA +ER4G, N,7,2013,7,17,WET,58.5,0,0,0,17.76,0.0000592,NA,NA,NA,NA +ER4G, N,7,2013,7,17,WET,60.25,0,0,0,0,0,NA,NA,NA,NA +ER4G, N,8,2013,7,17,DRY,0,73.66,1.227666667,0,0,0,NA,NA,NA,NA +ER4G, N,8,2013,7,17,DRY,5,73.66,1.227666667,0,0,0,NA,NA,NA,NA +ER4G, N,8,2013,7,17,DRY,7,73.66,1.227666667,0,19.26,0.0000642,0.33,0.21,NA,NA +ER4G, N,8,2013,7,17,DRY,9,73.66,1.227666667,0,23.13,0.0000771,0.23,0.18,NA,NA +ER4G, N,8,2013,7,17,DRY,11,73.66,1.227666667,0,27.44,0.000091467,0.19,0.17,NA,NA +ER4G, N,8,2013,7,17,DRY,12,73.66,1.227666667,0,25.68,0.0000856,0.15,0.13,NA,NA +ER4G, N,8,2013,7,17,DRY,15,73.66,1.227666667,0,25.68,0.0000856,0.11,0.09,NA,NA +ER4G, N,8,2013,7,17,DRY,20,73.66,1.227666667,0,21.96,0.0000732,0.08,0.06,NA,NA +ER4G, N,8,2013,7,17,DRY,25,73.66,1.227666667,0,21.96,0.0000732,NA,NA,NA,NA +ER4G, N,8,2013,7,17,DRY,30,0,0,0,21.96,0.0000732,0.09,0.06,NA,NA +ER4G, N,8,2013,7,17,DRY,30.5,0,0,0,19.26,0.0000642,NA,NA,NA,NA +ER4G, N,8,2013,7,17,DRY,31,0,0,0,15.81,0.0000527,NA,NA,NA,NA +ER4G, N,8,2013,7,17,DRY,31.5,0,0,0,8.35,0.000027833,NA,NA,NA,NA +ER4G, N,8,2013,7,17,DRY,33.83,0,0,0,0,0,NA,NA,NA,NA +ER4G, N,8,2013,7,17,WET,0,0,0,116.1576355,0,0,NA,NA,NA,NA +ER4G, N,8,2013,7,17,WET,2.92,0,0,116.1576355,0,0,NA,NA,NA,NA +ER4G, N,8,2013,7,17,WET,4,0,0,116.1576355,68.08,0.000226933,0.31,0.72,NA,NA +ER4G, N,8,2013,7,17,WET,5,0,0,116.1576355,68.85,0.0002295,0.06,0.16,NA,NA +ER4G, N,8,2013,7,17,WET,7,0,0,116.1576355,68.85,0.0002295,0.01,0.02,NA,NA +ER4G, N,8,2013,7,17,WET,9,0,0,116.1576355,68.85,0.0002295,0,0.01,0.116,0.021 +ER4G, N,8,2013,7,17,WET,11,0,0,116.1576355,68.85,0.0002295,0.01,0.03,NA,NA +ER4G, N,8,2013,7,17,WET,15,0,0,180.1477833,68.85,0.0002295,NA,NA,NA,NA +ER4G, N,8,2013,7,17,WET,16,0,0,180.1477833,68.85,0.0002295,0,0,NA,NA +ER4G, N,8,2013,7,17,WET,17,0,0,180.1477833,115.1,0.000383667,0.01,0.05,NA,NA +ER4G, N,8,2013,7,17,WET,18,0,0,180.1477833,119.24,0.000397467,0.01,0.04,NA,NA +ER4G, N,8,2013,7,17,WET,20,0,0,180.1477833,119.24,0.000397467,0.01,0.04,0.132,0.024 +ER4G, N,8,2013,7,17,WET,22,0,0,180.1477833,119.24,0.000397467,0,0.02,NA,NA +ER4G, N,8,2013,7,17,WET,26,0,0,234.679803,119.24,0.000397467,NA,NA,NA,NA +ER4G, N,8,2013,7,17,WET,26.73,0,0,234.679803,119.24,0.000397467,0,0,NA,NA +ER4G, N,8,2013,7,17,WET,28,0,0,234.679803,177.11,0.000590367,0,0.04,NA,NA +ER4G, N,8,2013,7,17,WET,29,0,0,234.679803,177.11,0.000590367,0.11,0.67,NA,NA +ER4G, N,8,2013,7,17,WET,31,0,0,234.679803,177.11,0.000590367,0,0.04,0.174,0.027 +ER4G, N,8,2013,7,17,WET,33,0,0,234.679803,177.11,0.000590367,0,0.05,NA,NA +ER4G, N,8,2013,7,17,WET,37,0,0,284.679803,177.11,0.000590367,NA,NA,NA,NA +ER4G, N,8,2013,7,17,WET,37.88,0,0,284.679803,177.11,0.000590367,0,0.02,NA,NA +ER4G, N,8,2013,7,17,WET,39,0,0,284.679803,222.43,0.000741433,0,0.04,NA,NA +ER4G, N,8,2013,7,17,WET,40,0,0,284.679803,223.08,0.0007436,0,0.06,NA,NA +ER4G, N,8,2013,7,17,WET,42,0,0,284.679803,223.08,0.0007436,0,0.06,0.124,0.03 +ER4G, N,8,2013,7,17,WET,44,0,0,284.679803,223.08,0.0007436,0,0.04,NA,NA +ER4G, N,8,2013,7,17,WET,48,0,0,331.0344828,223.08,0.0007436,NA,NA,NA,NA +ER4G, N,8,2013,7,17,WET,48.83,0,0,331.0344828,223.08,0.0007436,NA,NA,NA,NA +ER4G, N,8,2013,7,17,WET,50,0,0,331.0344828,258.96,0.0008632,0,0.08,NA,NA +ER4G, N,8,2013,7,17,WET,51,0,0,331.0344828,258.96,0.0008632,0,0.05,NA,NA +ER4G, N,8,2013,7,17,WET,53,0,0,331.0344828,255.51,0.0008517,0,0.05,0.19,0.034 +ER4G, N,8,2013,7,17,WET,55,0,0,331.0344828,255.51,0.0008517,0,0.05,NA,NA +ER4G, N,8,2013,7,17,WET,58,0,0,0,255.51,0.0008517,0,0.01,NA,NA +ER4G, N,8,2013,7,17,WET,58.5,0,0,0,255.51,0.0008517,0,0.02,NA,NA +ER4G, N,8,2013,7,17,WET,59.5,0,0,0,55.11,0.0001837,0,0,NA,NA +ER4G, N,8,2013,7,17,WET,60,0,0,0,28.73,0.000095767,NA,NA,NA,NA +ER4G, N,8,2013,7,17,WET,60.5,0,0,0,10.41,0.0000347,NA,NA,NA,NA +ER4G, N,8,2013,7,17,WET,62,0,0,0,0,0,NA,NA,NA,NA +ER4S, N,1,2013,8,7,DRY,0,73.66,1.227666667,0,0,0,NA,NA,NA,NA +ER4S, N,1,2013,8,7,DRY,5,73.66,1.227666667,0,0,0,NA,NA,NA,NA +ER4S, N,1,2013,8,7,DRY,6,73.66,1.227666667,0,1.6,0.000005333,NA,NA,NA,NA +ER4S, N,1,2013,8,7,DRY,8,73.66,1.227666667,0,1.82,0.000006067,0.19,0.01,NA,NA +ER4S, N,1,2013,8,7,DRY,10,73.66,1.227666667,0,4.8,0.000016,NA,NA,NA,NA +ER4S, N,1,2013,8,7,DRY,12,73.66,1.227666667,0,5.84,0.000019467,0.07,0.01,NA,NA +ER4S, N,1,2013,8,7,DRY,15,73.66,1.227666667,0,4.8,0.000016,0.09,0.01,NA,NA +ER4S, N,1,2013,8,7,DRY,20,73.66,1.227666667,0,4.68,0.0000156,0.05,0,NA,NA +ER4S, N,1,2013,8,7,DRY,25,73.66,1.227666667,0,3.63,0.0000121,0.05,0,NA,NA +ER4S, N,1,2013,8,7,DRY,35,73.66,1.227666667,0,2.02,0.000006733,0.05,0,NA,NA +ER4S, N,1,2013,8,7,DRY,45,0,0,0,1.9,0.000006333,0.05,0,NA,NA +ER4S, N,1,2013,8,7,DRY,45.5,0,0,0,0,0,NA,NA,NA,NA +ER4S, N,1,2013,8,7,WET,0,80.26,1.337666667,0,0,0,NA,NA,NA,NA +ER4S, N,1,2013,8,7,WET,3.67,80.26,1.337666667,0,0,0,NA,NA,NA,NA +ER4S, N,1,2013,8,7,WET,5,80.26,1.337666667,0,1.46,0.000004867,NA,NA,NA,NA +ER4S, N,1,2013,8,7,WET,7,80.26,1.337666667,0,1.86,0.0000062,0.05,0,NA,NA +ER4S, N,1,2013,8,7,WET,9,80.26,1.337666667,0,6.7,0.000022333,0.17,0.04,NA,NA +ER4S, N,1,2013,8,7,WET,10,93.72,1.562,0,14.35,0.000047833,0.18,0.08,NA,NA +ER4S, N,1,2013,8,7,WET,12,93.72,1.562,0,23.01,0.0000767,0.14,0.11,NA,NA +ER4S, N,1,2013,8,7,WET,13,93.72,1.562,0,27.05,0.000090167,0.09,0.08,NA,NA +ER4S, N,1,2013,8,7,WET,14,93.72,1.562,0,28.47,0.0000949,0.07,0.07,NA,NA +ER4S, N,1,2013,8,7,WET,15,93.72,1.562,0,28.86,0.0000962,0.05,0.05,0.023,0.007 +ER4S, N,1,2013,8,7,WET,20.17,93.72,1.562,0,28.86,0.0000962,0.04,0.04,NA,NA +ER4S, N,1,2013,8,7,WET,28,118.61,1.976833333,0,29.78,0.000099267,0.05,0.05,NA,NA +ER4S, N,1,2013,8,7,WET,30,118.61,1.976833333,0,36.43,0.000121433,0.07,0.09,NA,NA +ER4S, N,1,2013,8,7,WET,32,118.61,1.976833333,0,41.81,0.000139367,0.05,0.07,NA,NA +ER4S, N,1,2013,8,7,WET,33,118.61,1.976833333,0,41.81,0.000139367,0.03,0.04,NA,NA +ER4S, N,1,2013,8,7,WET,34,118.61,1.976833333,0,41.66,0.000138867,0.03,0.04,0.024,0.008 +ER4S, N,1,2013,8,7,WET,40,118.61,1.976833333,0,41.51,0.000138367,0.06,0.09,NA,NA +ER4S, N,1,2013,8,7,WET,45,153.41,2.556833333,0,44.31,0.0001477,0.04,0.06,NA,NA +ER4S, N,1,2013,8,7,WET,46,153.41,2.556833333,0,52.86,0.0001762,0.05,0.1,NA,NA +ER4S, N,1,2013,8,7,WET,48,153.41,2.556833333,0,79.78,0.000265933,0.1,0.28,NA,NA +ER4S, N,1,2013,8,7,WET,49,153.41,2.556833333,0,79.78,0.000265933,0.07,0.2,NA,NA +ER4S, N,1,2013,8,7,WET,50,153.41,2.556833333,0,79.78,0.000265933,0.07,0.21,0.038,0.009 +ER4S, N,1,2013,8,7,WET,54,153.41,2.556833333,0,85.19,0.000283967,0.06,0.17,NA,NA +ER4S, N,1,2013,8,7,WET,60,167.38,2.789666667,0,84.98,0.000283267,0.06,0.18,NA,NA +ER4S, N,1,2013,8,7,WET,61,167.38,2.789666667,0,102.38,0.000341267,0.12,0.43,NA,NA +ER4S, N,1,2013,8,7,WET,62,167.38,2.789666667,0,114.62,0.000382067,0.06,0.26,NA,NA +ER4S, N,1,2013,8,7,WET,63,167.38,2.789666667,0,114.13,0.000380433,0.08,0.32,NA,NA +ER4S, N,1,2013,8,7,WET,64,167.38,2.789666667,0,114.13,0.000380433,0.05,0.21,0.068,0.01 +ER4S, N,1,2013,8,7,WET,68,167.38,2.789666667,0,114.13,0.000380433,0.06,0.25,NA,NA +ER4S, N,1,2013,8,7,WET,74,0,0,0,114.13,0.000380433,0.06,0.23,NA,NA +ER4S, N,1,2013,8,7,WET,74.5,0,0,0,86.68,0.000288933,0.01,0.03,NA,NA +ER4S, N,1,2013,8,7,WET,75,0,0,0,61.35,0.0002045,0,0.01,NA,NA +ER4S, N,1,2013,8,7,WET,75.5,0,0,0,49.66,0.000165533,NA,NA,NA,NA +ER4S, N,1,2013,8,7,WET,76.5,0,0,0,29.65,0.000098833,NA,NA,NA,NA +ER4S, N,1,2013,8,7,WET,79.83,0,0,0,0,0,NA,NA,NA,NA +ER4S, N,2,2013,8,7,DRY,0,73.66,1.227666667,0,0,0,NA,NA,NA,NA +ER4S, N,2,2013,8,7,DRY,5.33,73.66,1.227666667,0,0,0,NA,NA,NA,NA +ER4S, N,2,2013,8,7,DRY,8,73.66,1.227666667,0,17.34,0.0000578,0.3,0.18,NA,NA +ER4S, N,2,2013,8,7,DRY,10.33,73.66,1.227666667,0,21.5,0.000071667,0.21,0.15,NA,NA +ER4S, N,2,2013,8,7,DRY,13,73.66,1.227666667,0,21.39,0.0000713,0.19,0.14,NA,NA +ER4S, N,2,2013,8,7,DRY,20,73.66,1.227666667,0,21.5,0.000071667,0.2,0.14,NA,NA +ER4S, N,2,2013,8,7,DRY,30,73.66,1.227666667,0,21.5,0.000071667,0.13,0.09,NA,NA +ER4S, N,2,2013,8,7,DRY,40,73.66,1.227666667,0,21.5,0.000071667,0.15,0.1,NA,NA +ER4S, N,2,2013,8,7,DRY,45,0,0,0,21.5,0.000071667,0.16,0.11,NA,NA +ER4S, N,2,2013,8,7,DRY,45.5,0,0,0,11.17,0.000037233,0.1,0.03,NA,NA +ER4S, N,2,2013,8,7,DRY,46,0,0,0,7.12,0.000023733,NA,NA,NA,NA +ER4S, N,2,2013,8,7,DRY,47.5,0,0,0,0,0,NA,NA,NA,NA +ER4S, N,2,2013,8,7,WET,0,73.66,1.227666667,0,0,0,NA,NA,NA,NA +ER4S, N,2,2013,8,7,WET,2.17,73.66,1.227666667,0,0,0,NA,NA,NA,NA +ER4S, N,2,2013,8,7,WET,3,73.66,1.227666667,0,5.28,0.0000176,NA,NA,NA,NA +ER4S, N,2,2013,8,7,WET,4,73.66,1.227666667,0,5.84,0.000019467,0.26,0.05,NA,NA +ER4S, N,2,2013,8,7,WET,6.5,73.66,1.227666667,0,13.59,0.0000453,0.19,0.09,NA,NA +ER4S, N,2,2013,8,7,WET,8,73.66,1.227666667,0,21.96,0.0000732,0.14,0.1,NA,NA +ER4S, N,2,2013,8,7,WET,9,73.66,1.227666667,0,25.3,0.000084333,0.12,0.1,NA,NA +ER4S, N,2,2013,8,7,WET,10,73.66,1.227666667,0,27.44,0.000091467,0.11,0.1,NA,NA +ER4S, N,2,2013,8,7,WET,11,73.66,1.227666667,0,27.44,0.000091467,0.12,0.11,0.035,0.011 +ER4S, N,2,2013,8,7,WET,15,73.66,1.227666667,0,27.44,0.000091467,0.11,0.11,NA,NA +ER4S, N,2,2013,8,7,WET,22,93.72,1.562,0,27.44,0.000091467,0.1,0.09,NA,NA +ER4S, N,2,2013,8,7,WET,23,93.72,1.562,0,36.43,0.000121433,0.16,0.2,NA,NA +ER4S, N,2,2013,8,7,WET,25,93.72,1.562,0,65.24,0.000217467,0.15,0.34,NA,NA +ER4S, N,2,2013,8,7,WET,26,93.72,1.562,0,65.24,0.000217467,0.13,0.28,NA,NA +ER4S, N,2,2013,8,7,WET,27,93.72,1.562,0,65.24,0.000217467,0.12,0.28,0.043,0.014 +ER4S, N,2,2013,8,7,WET,30,93.72,1.562,0,65.24,0.000217467,0.12,0.27,NA,NA +ER4S, N,2,2013,8,7,WET,36,118.61,1.976833333,0,65.24,0.000217467,0.1,0.23,NA,NA +ER4S, N,2,2013,8,7,WET,37,118.61,1.976833333,0,75.92,0.000253067,0.14,0.36,NA,NA +ER4S, N,2,2013,8,7,WET,39,118.61,1.976833333,0,88.18,0.000293933,0.13,0.4,NA,NA +ER4S, N,2,2013,8,7,WET,40.17,118.61,1.976833333,0,88.18,0.000293933,0.14,0.42,NA,NA +ER4S, N,2,2013,8,7,WET,41,118.61,1.976833333,0,87.11,0.000290367,0.14,0.41,0.05,0.016 +ER4S, N,2,2013,8,7,WET,44,118.61,1.976833333,0,88.18,0.000293933,0.13,0.39,NA,NA +ER4S, N,2,2013,8,7,WET,48,153.41,2.556833333,0,87.75,0.0002925,0.11,0.34,NA,NA +ER4S, N,2,2013,8,7,WET,49,153.41,2.556833333,0,108.42,0.0003614,0.13,0.49,NA,NA +ER4S, N,2,2013,8,7,WET,51,153.41,2.556833333,0,126.2,0.000420667,0.14,0.63,NA,NA +ER4S, N,2,2013,8,7,WET,52.17,153.41,2.556833333,0,126.45,0.0004215,0.15,0.65,NA,NA +ER4S, N,2,2013,8,7,WET,53,153.41,2.556833333,0,126.45,0.0004215,0.12,0.55,0.054,0.021 +ER4S, N,2,2013,8,7,WET,56,153.41,2.556833333,0,126.45,0.0004215,0.13,0.57,NA,NA +ER4S, N,2,2013,8,7,WET,61,167.38,2.789666667,0,126.2,0.000420667,0.13,0.55,NA,NA +ER4S, N,2,2013,8,7,WET,62,167.38,2.789666667,0,130.51,0.000435033,0.13,0.6,NA,NA +ER4S, N,2,2013,8,7,WET,63,167.38,2.789666667,0,139.85,0.000466167,0.14,0.7,NA,NA +ER4S, N,2,2013,8,7,WET,64,167.38,2.789666667,0,139.32,0.0004644,0.12,0.6,NA,NA +ER4S, N,2,2013,8,7,WET,65,167.38,2.789666667,0,139.32,0.0004644,0.14,0.7,0.06,0.022 +ER4S, N,2,2013,8,7,WET,67,167.38,2.789666667,0,139.32,0.0004644,0.13,0.64,NA,NA +ER4S, N,2,2013,8,7,WET,71,0,0,0,139.32,0.0004644,0.1,0.48,NA,NA +ER4S, N,2,2013,8,7,WET,71.5,0,0,0,99.19,0.000330633,0.11,0.39,NA,NA +ER4S, N,2,2013,8,7,WET,72,0,0,0,63.74,0.000212467,0.05,0.12,NA,NA +ER4S, N,2,2013,8,7,WET,73,0,0,0,32.48,0.000108267,NA,NA,NA,NA +ER4S, N,2,2013,8,7,WET,73.5,0,0,0,21.16,0.000070533,NA,NA,NA,NA +ER4S, N,2,2013,8,7,WET,75,0,0,0,0,0,NA,NA,NA,NA +ER4S, N,3,2013,8,8,DRY,0,73.66,1.227666667,0,0,0,NA,NA,NA,NA +ER4S, N,3,2013,8,8,DRY,3.67,73.66,1.227666667,0,0,0,NA,NA,NA,NA +ER4S, N,3,2013,8,8,DRY,5,73.66,1.227666667,0,2.61,0.0000087,NA,NA,NA,NA +ER4S, N,3,2013,8,8,DRY,6,73.66,1.227666667,0,2.94,0.0000098,0.81,0.08,NA,NA +ER4S, N,3,2013,8,8,DRY,8,73.66,1.227666667,0,5.59,0.000018633,0.73,0.13,NA,NA +ER4S, N,3,2013,8,8,DRY,10,73.66,1.227666667,0,6.5,0.000021667,0.55,0.12,NA,NA +ER4S, N,3,2013,8,8,DRY,12,73.66,1.227666667,0,7.26,0.0000242,0.41,0.1,NA,NA +ER4S, N,3,2013,8,8,DRY,15.17,73.66,1.227666667,0,7.26,0.0000242,0.29,0.07,NA,NA +ER4S, N,3,2013,8,8,DRY,25,73.66,1.227666667,0,7.26,0.0000242,0.28,0.06,NA,NA +ER4S, N,3,2013,8,8,DRY,35,73.66,1.227666667,0,8.73,0.0000291,0.18,0.05,NA,NA +ER4S, N,3,2013,8,8,DRY,40,73.66,1.227666667,0,8.73,0.0000291,0.14,0.04,NA,NA +ER4S, N,3,2013,8,8,DRY,45,0,0,0,8.73,0.0000291,0.11,0.03,NA,NA +ER4S, N,3,2013,8,8,DRY,45.75,0,0,0,6.64,0.000022133,0.18,0.04,NA,NA +ER4S, N,3,2013,8,8,DRY,46.5,0,0,0,3.43,0.000011433,NA,NA,NA,NA +ER4S, N,3,2013,8,8,DRY,47.17,0,0,0,0,0,NA,NA,NA,NA +ER4S, N,3,2013,8,8,WET,0,80.26,1.337666667,0,0,0,NA,NA,NA,NA +ER4S, N,3,2013,8,8,WET,1.5,80.26,1.337666667,0,0,0,NA,NA,NA,NA +ER4S, N,3,2013,8,8,WET,3,80.26,1.337666667,0,3.03,0.0000101,0.34,0.03,NA,NA +ER4S, N,3,2013,8,8,WET,5,80.26,1.337666667,0,5.53,0.000018433,0.26,0.04,NA,NA +ER4S, N,3,2013,8,8,WET,7,80.26,1.337666667,0,13.96,0.000046533,0.16,0.07,NA,NA +ER4S, N,3,2013,8,8,WET,9,80.26,1.337666667,0,37.75,0.000125833,0.06,0.08,NA,NA +ER4S, N,3,2013,8,8,WET,11,80.26,1.337666667,0,37.75,0.000125833,0.06,0.08,0.035,0.011 +ER4S, N,3,2013,8,8,WET,12,80.26,1.337666667,0,37.45,0.000124833,0.06,0.08,NA,NA +ER4S, N,3,2013,8,8,WET,16,80.26,1.337666667,0,37.45,0.000124833,0.05,0.07,NA,NA +ER4S, N,3,2013,8,8,WET,21,93.72,1.562,0,37.45,0.000124833,0.06,0.07,NA,NA +ER4S, N,3,2013,8,8,WET,22,93.72,1.562,0,43.68,0.0001456,0.06,0.08,NA,NA +ER4S, 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N,1,2010,7,3,DRY,11,59.5,0.991666667,0,23.9,0.000079667,NA,NA,NA,NA +ER2, N,1,2010,7,3,DRY,15,59.5,0.991666667,0,23.9,0.000079667,0.17,0.14,NA,NA +ER2, N,1,2010,7,3,DRY,25,59.5,0.991666667,0,31.22,0.000104067,0.2,0.21,NA,NA +ER2, N,1,2010,7,3,DRY,26,59.5,0.991666667,0,33.79,0.000112633,NA,NA,NA,NA +ER2, N,1,2010,7,3,DRY,35,0,0,0,33.79,0.000112633,0.09,0.1,NA,NA +ER2, N,1,2010,7,3,DRY,35.5,0,0,0,29.89,0.000099633,NA,NA,NA,NA +ER2, N,1,2010,7,3,DRY,38.25,0,0,0,0,0,NA,NA,NA,NA +ER2, N,1,2010,7,3,WET,0,59.5,0.991666667,0,0,0,NA,NA,NA,NA +ER2, N,1,2010,7,3,WET,3,59.5,0.991666667,0,0,0,NA,NA,NA,NA +ER2, N,1,2010,7,3,WET,4,59.5,0.991666667,0,4.53,0.0000151,0.28,0.04,NA,NA +ER2, N,1,2010,7,3,WET,5,59.5,0.991666667,0,22.56,0.0000752,0.17,0.13,NA,NA +ER2, N,1,2010,7,3,WET,6,59.5,0.991666667,0,35.58,0.0001186,0.11,0.14,NA,NA +ER2, N,1,2010,7,3,WET,8,59.5,0.991666667,0,44.78,0.000149267,0.1,0.16,NA,NA +ER2, N,1,2010,7,3,WET,9,59.5,0.991666667,0,46.13,0.000153767,0.09,0.14,NA,NA +ER2, N,1,2010,7,3,WET,10,59.5,0.991666667,0,46.13,0.000153767,0.08,0.12,NA,NA +ER2, N,1,2010,7,3,WET,11,59.5,0.991666667,0,46.13,0.000153767,0.11,0.18,0.063,0.013 +ER2, N,1,2010,7,3,WET,13,59.5,0.991666667,0,46.13,0.000153767,0.09,0.15,NA,NA +ER2, N,1,2010,7,3,WET,21,97.28,1.621333333,0,46.13,0.000153767,0.08,0.12,NA,NA +ER2, N,1,2010,7,3,WET,22,97.28,1.621333333,0,60.7,0.000202333,0.12,0.24,NA,NA +ER2, N,1,2010,7,3,WET,23,97.28,1.621333333,0,73.46,0.000244867,0.12,0.3,NA,NA +ER2, N,1,2010,7,3,WET,24,97.28,1.621333333,0,76.41,0.0002547,0.12,0.32,NA,NA +ER2, N,1,2010,7,3,WET,25,97.28,1.621333333,0,76.41,0.0002547,0.1,0.27,NA,NA +ER2, N,1,2010,7,3,WET,26,97.28,1.621333333,0,76.41,0.0002547,0.09,0.23,0.109,0.021 +ER2, N,1,2010,7,3,WET,28,97.28,1.621333333,0,76.41,0.0002547,0.08,0.22,NA,NA +ER2, N,1,2010,7,3,WET,33,119.63,1.993833333,0,76.41,0.0002547,0.07,0.18,NA,NA +ER2, N,1,2010,7,3,WET,34,119.63,1.993833333,0,84.39,0.0002813,0.08,0.22,NA,NA +ER2, N,1,2010,7,3,WET,35,119.63,1.993833333,0,93.54,0.0003118,0.06,0.2,NA,NA +ER2, N,1,2010,7,3,WET,36,119.63,1.993833333,0,97.46,0.000324867,0.07,0.25,NA,NA +ER2, N,1,2010,7,3,WET,37,119.63,1.993833333,0,97.46,0.000324867,0.07,0.24,NA,NA +ER2, N,1,2010,7,3,WET,38,119.63,1.993833333,0,97.46,0.000324867,0.05,0.19,0.092,0.024 +ER2, N,1,2010,7,3,WET,40,119.63,1.993833333,0,97.46,0.000324867,0.1,0.33,NA,NA +ER2, N,1,2010,7,3,WET,44,152.4,2.54,0,97.46,0.000324867,0.07,0.24,NA,NA +ER2, N,1,2010,7,3,WET,45,152.4,2.54,0,117.19,0.000390633,0.1,0.4,NA,NA +ER2, N,1,2010,7,3,WET,46,152.4,2.54,0,126.85,0.000422833,0.08,0.34,NA,NA +ER2, N,1,2010,7,3,WET,48,152.4,2.54,0,130.94,0.000436467,0.07,0.32,NA,NA +ER2, N,1,2010,7,3,WET,49,152.4,2.54,0,130.94,0.000436467,0.07,0.32,0.095,0.029 +ER2, N,1,2010,7,3,WET,50,152.4,2.54,0,130.94,0.000436467,0.07,0.34,NA,NA +ER2, N,1,2010,7,3,WET,51,152.4,2.54,0,130.94,0.000436467,0.06,0.28,NA,NA +ER2, N,1,2010,7,3,WET,54,173.48,2.891333333,0,130.94,0.000436467,0.05,0.25,NA,NA +ER2, N,1,2010,7,3,WET,55,173.48,2.891333333,0,141.34,0.000471133,0.05,0.24,NA,NA +ER2, N,1,2010,7,3,WET,56,173.48,2.891333333,0,146.41,0.000488033,0.08,0.4,NA,NA +ER2, N,1,2010,7,3,WET,58,173.48,2.891333333,0,148.33,0.000494433,0.04,0.25,NA,NA +ER2, N,1,2010,7,3,WET,59,173.48,2.891333333,0,148.33,0.000494433,0.05,0.26,0.134,0.031 +ER2, N,1,2010,7,3,WET,60,173.48,2.891333333,0,148.33,0.000494433,0.08,0.42,NA,NA +ER2, N,1,2010,7,3,WET,61,173.48,2.891333333,0,148.33,0.000494433,0.04,0.24,NA,NA +ER2, N,1,2010,7,3,WET,64,0,0,0,148.33,0.000494433,0.05,0.26,NA,NA +ER2, N,1,2010,7,3,WET,64.5,0,0,0,119.59,0.000398633,NA,NA,NA,NA +ER2, N,1,2010,7,3,WET,65,0,0,0,60.04,0.000200133,0.05,0.1,NA,NA +ER2, N,1,2010,7,3,WET,66,0,0,0,28.46,0.000094867,NA,NA,NA,NA +ER2, N,1,2010,7,3,WET,66.5,0,0,0,14.92,0.000049733,NA,NA,NA,NA +ER2, N,1,2010,7,3,WET,68.25,0,0,0,0,0,NA,NA,NA,NA +ER2, N,2,2010,7,3,DRY,0,59.5,0.991666667,0,0,0,NA,NA,NA,NA +ER2, N,2,2010,7,3,DRY,3.75,59.5,0.991666667,0,0,0,NA,NA,NA,NA +ER2, N,2,2010,7,3,DRY,5,59.5,0.991666667,0,21.84,0.0000728,1.6,1.18,NA,NA +ER2, N,2,2010,7,3,DRY,6,59.5,0.991666667,0,36.83,0.000122767,NA,NA,NA,NA +ER2, N,2,2010,7,3,DRY,8,59.5,0.991666667,0,44.78,0.000149267,0.65,0.99,NA,NA +ER2, N,2,2010,7,3,DRY,10,59.5,0.991666667,0,46.28,0.000154267,0.59,0.93,NA,NA +ER2, N,2,2010,7,3,DRY,15,59.5,0.991666667,0,47.33,0.000157767,0.49,0.78,NA,NA +ER2, N,2,2010,7,3,DRY,25,59.5,0.991666667,0,47.33,0.000157767,0.34,0.55,NA,NA +ER2, N,2,2010,7,3,DRY,35,0,0,0,47.33,0.000157767,0.22,0.36,NA,NA +ER2, N,2,2010,7,3,DRY,35.5,0,0,0,34.33,0.000114433,NA,NA,NA,NA +ER2, N,2,2010,7,3,DRY,37.25,0,0,0,0,0,NA,NA,NA,NA +ER2, N,2,2010,7,3,WET,0,59.5,0.991666667,0,0,0,NA,NA,NA,NA +ER2, N,2,2010,7,3,WET,3,59.5,0.991666667,0,0,0,NA,NA,NA,NA +ER2, N,2,2010,7,3,WET,4,59.5,0.991666667,0,11.62,0.000038733,0.4,0.15,NA,NA +ER2, N,2,2010,7,3,WET,5,59.5,0.991666667,0,37.25,0.000124167,0.2,0.25,NA,NA +ER2, N,2,2010,7,3,WET,6,59.5,0.991666667,0,48.39,0.0001613,0.21,0.34,NA,NA +ER2, N,2,2010,7,3,WET,7,59.5,0.991666667,0,49.46,0.000164867,0.17,0.28,NA,NA +ER2, N,2,2010,7,3,WET,8,59.5,0.991666667,0,52.09,0.000173633,0.22,0.4,NA,NA +ER2, N,2,2010,7,3,WET,9,59.5,0.991666667,0,52.09,0.000173633,NA,NA,0.06,0.016 +ER2, N,2,2010,7,3,WET,10,59.5,0.991666667,0,52.09,0.000173633,0.19,0.33,NA,NA +ER2, N,2,2010,7,3,WET,11,59.5,0.991666667,0,52.09,0.000173633,0.19,0.35,NA,NA +ER2, N,2,2010,7,3,WET,17,97.28,1.621333333,0,52.09,0.000173633,0.17,0.29,NA,NA +ER2, N,2,2010,7,3,WET,18,97.28,1.621333333,0,69.01,0.000230033,0.29,0.69,NA,NA +ER2, N,2,2010,7,3,WET,19,97.28,1.621333333,0,82.06,0.000273533,0.22,0.61,NA,NA +ER2, N,2,2010,7,3,WET,20,97.28,1.621333333,0,87.29,0.000290967,0.26,0.77,NA,NA +ER2, N,2,2010,7,3,WET,21,97.28,1.621333333,0,87.29,0.000290967,0.21,0.62,0.088,0.027 +ER2, N,2,2010,7,3,WET,22,97.28,1.621333333,0,87.29,0.000290967,0.17,0.51,NA,NA +ER2, N,2,2010,7,3,WET,23,97.28,1.621333333,0,87.29,0.000290967,NA,NA,NA,NA +ER2, N,2,2010,7,3,WET,27,119.63,1.993833333,0,87.29,0.000290967,0.15,0.44,NA,NA +ER2, N,2,2010,7,3,WET,28,119.63,1.993833333,0,99.72,0.0003324,0.17,0.6,NA,NA +ER2, N,2,2010,7,3,WET,29,119.63,1.993833333,0,108.16,0.000360533,0.18,0.66,NA,NA +ER2, N,2,2010,7,3,WET,30,119.63,1.993833333,0,110.89,0.000369633,0.13,0.51,NA,NA +ER2, N,2,2010,7,3,WET,31,119.63,1.993833333,0,110.89,0.000369633,0.16,0.6,0.101,0.029 +ER2, N,2,2010,7,3,WET,32,119.63,1.993833333,0,110.89,0.000369633,0.12,0.47,NA,NA +ER2, N,2,2010,7,3,WET,33,119.63,1.993833333,0,110.89,0.000369633,0.15,0.56,NA,NA +ER2, N,2,2010,7,3,WET,37,152.4,2.54,0,110.89,0.000369633,0.2,0.78,NA,NA +ER2, N,2,2010,7,3,WET,38,152.4,2.54,0,132.38,0.000441267,0.19,0.89,NA,NA +ER2, N,2,2010,7,3,WET,39,152.4,2.54,0,151.11,0.0005037,0.23,1.2,NA,NA +ER2, N,2,2010,7,3,WET,40,152.4,2.54,0,151.11,0.0005037,0.23,1.21,NA,NA +ER2, N,2,2010,7,3,WET,41,152.4,2.54,0,151.11,0.0005037,0.21,1.09,0.096,0.034 +ER2, N,2,2010,7,3,WET,42,152.4,2.54,0,151.11,0.0005037,0.22,1.13,NA,NA +ER2, N,2,2010,7,3,WET,46,173.48,2.891333333,0,151.11,0.0005037,0.16,0.81,NA,NA +ER2, N,2,2010,7,3,WET,47,173.48,2.891333333,0,155.85,0.0005195,0.25,1.36,NA,NA +ER2, N,2,2010,7,3,WET,48,173.48,2.891333333,0,164.15,0.000547167,0.15,0.84,NA,NA +ER2, N,2,2010,7,3,WET,49,173.48,2.891333333,0,169.01,0.000563367,0.14,0.85,NA,NA +ER2, N,2,2010,7,3,WET,50,173.48,2.891333333,0,169.01,0.000563367,0.26,1.51,NA,NA +ER2, N,2,2010,7,3,WET,51,173.48,2.891333333,0,169.01,0.000563367,0.14,0.84,0.175,0.039 +ER2, N,2,2010,7,3,WET,52,173.48,2.891333333,0,169.01,0.000563367,0.15,0.89,NA,NA +ER2, N,2,2010,7,3,WET,55,0,0,0,169.01,0.000563367,0.12,0.71,NA,NA +ER2, N,2,2010,7,3,WET,55.5,0,0,0,111.47,0.000371567,0.02,0.1,NA,NA +ER2, N,2,2010,7,3,WET,56,0,0,0,75.01,0.000250033,0.04,0.11,NA,NA +ER2, N,2,2010,7,3,WET,57,0,0,0,40.24,0.000134133,NA,NA,NA,NA +ER2, N,2,2010,7,3,WET,57.5,0,0,0,21.48,0.0000716,NA,NA,NA,NA +ER2, N,2,2010,7,3,WET,58,0,0,0,9.41,0.000031367,NA,NA,NA,NA +ER2, N,2,2010,7,3,WET,58.5,0,0,0,0,0,NA,NA,NA,NA +ER2, N,3,2010,7,4,DRY,0,59.5,0.991666667,0,0,0,NA,NA,NA,NA +ER2, N,3,2010,7,4,DRY,4,59.5,0.991666667,0,0,0,NA,NA,NA,NA +ER2, N,3,2010,7,4,DRY,6,59.5,0.991666667,0,19.72,0.000065733,0.76,0.51,NA,NA +ER2, N,3,2010,7,4,DRY,8,59.5,0.991666667,0,28.72,0.000095733,1.07,1.04,NA,NA +ER2, N,3,2010,7,4,DRY,10,59.5,0.991666667,0,33.24,0.0001108,NA,NA,NA,NA +ER2, N,3,2010,7,4,DRY,15,59.5,0.991666667,0,33.24,0.0001108,0.41,0.46,NA,NA +ER2, N,3,2010,7,4,DRY,25,59.5,0.991666667,0,33.24,0.0001108,0.26,0.3,NA,NA +ER2, N,3,2010,7,4,DRY,35,59.5,0.991666667,0,33.24,0.0001108,0.25,0.28,NA,NA +ER2, N,3,2010,7,4,DRY,41,0,0,0,33.24,0.0001108,0.18,0.2,NA,NA +ER2, N,3,2010,7,4,DRY,42,0,0,0,16.11,0.0000537,NA,NA,NA,NA +ER2, N,3,2010,7,4,DRY,44,0,0,0,0,0,NA,NA,NA,NA +ER2, N,3,2010,7,4,WET,0,59.5,0.991666667,0,0,0,NA,NA,NA,NA +ER2, N,3,2010,7,4,WET,2.25,59.5,0.991666667,0,0,0,NA,NA,NA,NA +ER2, N,3,2010,7,4,WET,4,59.5,0.991666667,0,10.74,0.0000358,0.19,0.07,NA,NA +ER2, N,3,2010,7,4,WET,5,59.5,0.991666667,0,30.29,0.000100967,0.33,0.34,NA,NA +ER2, N,3,2010,7,4,WET,6,59.5,0.991666667,0,37.96,0.000126533,0.2,0.26,NA,NA +ER2, N,3,2010,7,4,WET,7,59.5,0.991666667,0,38.81,0.000129367,0.21,0.28,NA,NA +ER2, N,3,2010,7,4,WET,9,59.5,0.991666667,0,41.84,0.000139467,0.18,0.26,NA,NA +ER2, N,3,2010,7,4,WET,10,59.5,0.991666667,0,41.84,0.000139467,0.14,0.21,0.047,0.015 +ER2, N,3,2010,7,4,WET,12,59.5,0.991666667,0,41.84,0.000139467,0.14,0.2,NA,NA +ER2, N,3,2010,7,4,WET,18,97.28,1.621333333,0,41.84,0.000139467,0.13,0.19,NA,NA +ER2, N,3,2010,7,4,WET,19,97.28,1.621333333,0,61.51,0.000205033,0.21,0.44,NA,NA +ER2, N,3,2010,7,4,WET,20,97.28,1.621333333,0,66.82,0.000222733,NA,NA,NA,NA +ER2, N,3,2010,7,4,WET,21,97.28,1.621333333,0,71.05,0.000236833,0.18,0.43,NA,NA +ER2, N,3,2010,7,4,WET,22,97.28,1.621333333,0,74.49,0.0002483,0.13,0.35,NA,NA +ER2, N,3,2010,7,4,WET,23,97.28,1.621333333,0,74.49,0.0002483,0.19,0.49,NA,NA +ER2, N,3,2010,7,4,WET,24,97.28,1.621333333,0,74.49,0.0002483,0.13,0.34,0.098,0.024 +ER2, N,3,2010,7,4,WET,26,97.28,1.621333333,0,74.49,0.0002483,0.14,0.35,NA,NA +ER2, N,3,2010,7,4,WET,31,119.63,1.993833333,0,81.17,0.000270567,0.12,0.34,NA,NA +ER2, N,3,2010,7,4,WET,32,119.63,1.993833333,0,90.95,0.000303167,NA,NA,NA,NA +ER2, N,3,2010,7,4,WET,33,119.63,1.993833333,0,94.47,0.0003149,0.12,0.41,NA,NA +ER2, N,3,2010,7,4,WET,34,119.63,1.993833333,0,94.47,0.0003149,0.13,0.44,NA,NA +ER2, N,3,2010,7,4,WET,35,119.63,1.993833333,0,94.47,0.0003149,0.15,0.49,NA,NA +ER2, N,3,2010,7,4,WET,36,119.63,1.993833333,0,94.47,0.0003149,NA,NA,NA,NA +ER2, N,3,2010,7,4,WET,37,119.63,1.993833333,0,94.47,0.0003149,NA,NA,NA,NA +ER2, N,3,2010,7,4,WET,43,119.63,1.993833333,0,94.47,0.0003149,NA,NA,NA,NA +ER2, N,3,2010,7,4,WET,44,119.63,1.993833333,0,94.47,0.0003149,NA,NA,NA,NA +ER2, N,3,2010,7,4,WET,49,119.63,1.993833333,0,94.47,0.0003149,0.13,0.42,0.075,0.029 +ER2, N,3,2010,7,4,WET,54,152.4,2.54,0,94.47,0.0003149,0.11,0.36,NA,NA +ER2, N,3,2010,7,4,WET,55,152.4,2.54,0,119.39,0.000397967,0.12,0.5,NA,NA +ER2, N,3,2010,7,4,WET,56,152.4,2.54,0,129.91,0.000433033,0.13,0.6,NA,NA +ER2, N,3,2010,7,4,WET,57,152.4,2.54,0,131.76,0.0004392,0.13,0.58,NA,NA +ER2, N,3,2010,7,4,WET,58,152.4,2.54,0,131.76,0.0004392,0.16,0.72,NA,NA +ER2, N,3,2010,7,4,WET,59,152.4,2.54,0,131.76,0.0004392,0.15,0.69,0.094,0.036 +ER2, N,3,2010,7,4,WET,60,152.4,2.54,0,131.76,0.0004392,0.15,0.67,NA,NA +ER2, N,3,2010,7,4,WET,63,173.48,2.891333333,0,131.76,0.0004392,0.1,0.45,NA,NA +ER2, N,3,2010,7,4,WET,64,173.48,2.891333333,0,140.29,0.000467633,0.09,0.46,NA,NA +ER2, N,3,2010,7,4,WET,65,173.48,2.891333333,0,149.4,0.000498,0.07,0.35,NA,NA +ER2, N,3,2010,7,4,WET,66,173.48,2.891333333,0,154.34,0.000514467,0.13,0.72,NA,NA +ER2, N,3,2010,7,4,WET,67,173.48,2.891333333,0,154.34,0.000514467,0.12,0.63,NA,NA +ER2, N,3,2010,7,4,WET,68,173.48,2.891333333,0,154.34,0.000514467,0.1,0.54,0.092,0.039 +ER2, N,3,2010,7,4,WET,69,173.48,2.891333333,0,154.34,0.000514467,0.1,0.54,NA,NA +ER2, N,3,2010,7,4,WET,71,0,0,0,154.34,0.000514467,NA,NA,NA,NA +ER2, N,3,2010,7,4,WET,71.5,0,0,0,91.13,0.000303767,0.03,0.11,NA,NA +ER2, N,3,2010,7,4,WET,72.5,0,0,0,35.85,0.0001195,0.15,0.18,NA,NA +ER2, N,3,2010,7,4,WET,73,0,0,0,17.88,0.0000596,NA,NA,NA,NA +ER2, N,3,2010,7,4,WET,74,0,0,0,0,0,NA,NA,NA,NA +ER2, N,4,2010,7,4,DRY,0,59.5,0.991666667,0,0,0,NA,NA,NA,NA +ER2, N,4,2010,7,4,DRY,4,59.5,0.991666667,0,0,0,NA,NA,NA,NA +ER2, N,4,2010,7,4,DRY,6,59.5,0.991666667,0,10.55,0.000035167,0.9,0.32,NA,NA +ER2, N,4,2010,7,4,DRY,7,59.5,0.991666667,0,18,0.00006,1.06,0.64,NA,NA +ER2, N,4,2010,7,4,DRY,8,59.5,0.991666667,0,22.32,0.0000744,1.16,0.88,NA,NA +ER2, N,4,2010,7,4,DRY,10,59.5,0.991666667,0,25.65,0.0000855,1,0.86,NA,NA +ER2, N,4,2010,7,4,DRY,20,59.5,0.991666667,0,27.42,0.0000914,0.45,0.42,NA,NA +ER2, N,4,2010,7,4,DRY,30,59.5,0.991666667,0,27.42,0.0000914,NA,NA,NA,NA +ER2, N,4,2010,7,4,DRY,40,0,0,0,27.42,0.0000914,0.18,0.16,NA,NA +ER2, N,4,2010,7,4,DRY,40.5,0,0,0,21.48,0.0000716,NA,NA,NA,NA +ER2, N,4,2010,7,4,DRY,41.45,0,0,0,0,0,NA,NA,NA,NA +ER2, N,4,2010,7,4,WET,0,59.5,0.991666667,0,0,0,NA,NA,NA,NA +ER2, N,4,2010,7,4,WET,4,59.5,0.991666667,0,0,0,NA,NA,NA,NA +ER2, N,4,2010,7,4,WET,5,59.5,0.991666667,0,14.81,0.000049367,0.39,0.19,NA,NA +ER2, N,4,2010,7,4,WET,6,59.5,0.991666667,0,32.02,0.000106733,0.25,0.27,NA,NA +ER2, N,4,2010,7,4,WET,7,59.5,0.991666667,0,38.67,0.0001289,0.24,0.31,NA,NA +ER2, N,4,2010,7,4,WET,9,59.5,0.991666667,0,42.42,0.0001414,0.23,0.33,NA,NA +ER2, N,4,2010,7,4,WET,10,59.5,0.991666667,0,42.42,0.0001414,0.21,0.31,0.051,0.018 +ER2, N,4,2010,7,4,WET,11,59.5,0.991666667,0,42.42,0.0001414,0.18,0.26,NA,NA +ER2, N,4,2010,7,4,WET,12,59.5,0.991666667,0,42.42,0.0001414,0.18,0.26,NA,NA +ER2, N,4,2010,7,4,WET,18,97.28,1.621333333,0,42.42,0.0001414,0.14,0.2,NA,NA +ER2, N,4,2010,7,4,WET,19,97.28,1.621333333,0,64.15,0.000213833,0.31,0.68,NA,NA +ER2, N,4,2010,7,4,WET,20,97.28,1.621333333,0,73.46,0.000244867,0.18,0.45,NA,NA +ER2, N,4,2010,7,4,WET,21,97.28,1.621333333,0,79.57,0.000265233,0.15,0.41,NA,NA +ER2, N,4,2010,7,4,WET,22,97.28,1.621333333,0,79.57,0.000265233,0.22,0.59,NA,NA +ER2, N,4,2010,7,4,WET,23,97.28,1.621333333,0,79.57,0.000265233,0.17,0.45,0.082,0.025 +ER2, N,4,2010,7,4,WET,24,97.28,1.621333333,0,79.57,0.000265233,NA,NA,NA,NA +ER2, N,4,2010,7,4,WET,29,119.63,1.993833333,0,79.57,0.000265233,0.14,0.39,NA,NA +ER2, N,4,2010,7,4,WET,30,119.63,1.993833333,0,90.4,0.000301333,0.15,0.47,NA,NA +ER2, N,4,2010,7,4,WET,31,119.63,1.993833333,0,98.21,0.000327367,0.15,0.52,NA,NA +ER2, N,4,2010,7,4,WET,32,119.63,1.993833333,0,101.43,0.0003381,0.15,0.51,NA,NA +ER2, N,4,2010,7,4,WET,33,119.63,1.993833333,0,101.43,0.0003381,NA,NA,0.089,0.028 +ER2, N,4,2010,7,4,WET,34,119.63,1.993833333,0,101.43,0.0003381,0.11,0.37,NA,NA +ER2, N,4,2010,7,4,WET,35,119.63,1.993833333,0,101.43,0.0003381,0.12,0.42,NA,NA +ER2, N,4,2010,7,4,WET,39,152.4,2.54,0,101.43,0.0003381,0.12,0.41,NA,NA +ER2, N,4,2010,7,4,WET,40,152.4,2.54,0,116.99,0.000389967,0.15,0.6,NA,NA +ER2, N,4,2010,7,4,WET,41,152.4,2.54,0,138.82,0.000462733,0.11,0.53,NA,NA +ER2, N,4,2010,7,4,WET,42,152.4,2.54,0,134.24,0.000447467,0.12,0.55,NA,NA +ER2, N,4,2010,7,4,WET,44,152.4,2.54,0,134.24,0.000447467,0.12,0.56,NA,NA +ER2, N,4,2010,7,4,WET,45,152.4,2.54,0,134.24,0.000447467,0.1,0.47,0.102,0.034 +ER2, N,4,2010,7,4,WET,46,152.4,2.54,0,134.24,0.000447467,0.09,0.41,NA,NA +ER2, N,4,2010,7,4,WET,50,173.48,2.891333333,0,134.24,0.000447467,0.1,0.46,NA,NA +ER2, N,4,2010,7,4,WET,51,173.48,2.891333333,0,144.71,0.000482367,0.08,0.41,NA,NA +ER2, N,4,2010,7,4,WET,52,173.48,2.891333333,0,153.05,0.000510167,0.08,0.46,NA,NA +ER2, N,4,2010,7,4,WET,53,173.48,2.891333333,0,153.05,0.000510167,0.1,0.53,NA,NA +ER2, N,4,2010,7,4,WET,54,173.48,2.891333333,0,153.05,0.000510167,0.06,0.35,0.112,0.038 +ER2, N,4,2010,7,4,WET,55,173.48,2.891333333,0,153.05,0.000510167,0.1,0.55,NA,NA +ER2, N,4,2010,7,4,WET,59,0,0,0,153.05,0.000510167,0.09,0.47,NA,NA +ER2, N,4,2010,7,4,WET,59.5,0,0,0,109.52,0.000365067,0.03,0.13,NA,NA +ER2, N,4,2010,7,4,WET,60,0,0,0,63.82,0.000212733,0.06,0.13,NA,NA +ER2, N,4,2010,7,4,WET,60.5,0,0,0,39.67,0.000132233,NA,NA,NA,NA +ER2, N,4,2010,7,4,WET,61,0,0,0,21.72,0.0000724,NA,NA,NA,NA +ER2, N,4,2010,7,4,WET,62.5,0,0,0,0,0,NA,NA,NA,NA +ER4G, N,1,2010,7,13,DRY,4.5,59.5,0.991666667,0,0,0,NA,NA,NA,NA +ER4G, N,1,2010,7,13,DRY,5,59.5,0.991666667,0,0,0,NA,NA,NA,NA +ER4G, N,1,2010,7,13,DRY,6,59.5,0.991666667,0,4.02,0.0000134,2.84,0.38,NA,NA +ER4G, N,1,2010,7,13,DRY,7,59.5,0.991666667,0,12.52,0.000041733,0.82,0.35,NA,NA +ER4G, N,1,2010,7,13,DRY,8,59.5,0.991666667,0,35.16,0.0001172,0.83,0.99,NA,NA +ER4G, N,1,2010,7,13,DRY,10,59.5,0.991666667,0,49.31,0.000164367,0.58,0.97,NA,NA +ER4G, N,1,2010,7,13,DRY,13,59.5,0.991666667,0,55.07,0.000183567,NA,NA,NA,NA +ER4G, N,1,2010,7,13,DRY,15,59.5,0.991666667,0,57.46,0.000191533,0.45,0.89,NA,NA +ER4G, N,1,2010,7,13,DRY,25,59.5,0.991666667,0,57.46,0.000191533,0.27,0.53,NA,NA +ER4G, N,1,2010,7,13,DRY,35,59.5,0.991666667,0,57.46,0.000191533,0.32,0.62,NA,NA +ER4G, N,1,2010,7,13,DRY,45,0,0,0,57.46,0.000191533,0.28,0.56,NA,NA +ER4G, N,1,2010,7,13,DRY,45.5,0,0,0,45.08,0.000150267,NA,NA,NA,NA +ER4G, N,1,2010,7,13,DRY,46,0,0,0,33.65,0.000112167,NA,NA,NA,NA +ER4G, N,1,2010,7,13,DRY,46.5,0,0,0,23.17,0.000077233,NA,NA,NA,NA +ER4G, N,1,2010,7,13,DRY,47,0,0,0,13.24,0.000044133,NA,NA,NA,NA +ER4G, N,1,2010,7,13,DRY,49.45,0,0,0,0,0,NA,NA,NA,NA +ER4G, N,1,2010,7,13,WET,0,59.5,0.991666667,0,0,0,NA,NA,NA,NA +ER4G, N,1,2010,7,13,WET,2.25,59.5,0.991666667,0,0,0,NA,NA,NA,NA +ER4G, N,1,2010,7,13,WET,3,59.5,0.991666667,0,7.52,0.000025067,NA,NA,NA,NA +ER4G, N,1,2010,7,13,WET,4,59.5,0.991666667,0,20.77,0.000069233,0.24,0.16,NA,NA +ER4G, 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N,2,2010,6,29,WET,40.75,115.06,1.917666667,0,77.32,0.000257733,0.56,1.48,NA,NA +ER4S, N,2,2010,6,29,WET,41.75,115.06,1.917666667,0,83.64,0.0002788,NA,NA,NA,NA +ER4S, N,2,2010,6,29,WET,42.75,115.06,1.917666667,0,83.64,0.0002788,0.5,1.43,NA,NA +ER4S, N,2,2010,6,29,WET,44.75,115.06,1.917666667,0,83.64,0.0002788,0.44,1.26,0.049,0.021 +ER4S, N,2,2010,6,29,WET,46.75,115.06,1.917666667,0,83.64,0.0002788,0.52,1.49,NA,NA +ER4S, N,2,2010,6,29,WET,51.75,155.19,2.5865,0,83.64,0.0002788,0.75,2.14,NA,NA +ER4S, N,2,2010,6,29,WET,52.75,155.19,2.5865,0,106.43,0.000354767,0.7,2.53,NA,NA +ER4S, N,2,2010,6,29,WET,53.75,155.19,2.5865,0,124.59,0.0004153,0.53,2.27,NA,NA +ER4S, N,2,2010,6,29,WET,54.75,155.19,2.5865,0,145.31,0.000484367,0.85,4.21,NA,NA +ER4S, N,2,2010,6,29,WET,55.75,155.19,2.5865,0,145.31,0.000484367,0.9,4.46,NA,NA +ER4S, N,2,2010,6,29,WET,57.75,155.19,2.5865,0,145.31,0.000484367,0.71,3.52,0.06,0.025 +ER4S, N,2,2010,6,29,WET,60.75,155.19,2.5865,0,145.31,0.000484367,0.63,3.1,NA,NA +ER4S, 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N,1,2010,7,11,WET,80.5,0,0,0,24.89,0.000082967,NA,NA,NA,NA +ER5, N,1,2010,7,11,WET,81,0,0,0,10.74,0.0000358,NA,NA,NA,NA +ER5, N,1,2010,7,11,WET,82.25,0,0,0,0,0,NA,NA,NA,NA +ER5, N,2,2010,7,11,DRY,0,0,0,0,0,0,NA,NA,NA,NA +ER5, N,2,2010,7,11,DRY,4.5,59.5,0.991666667,0,0,0,NA,NA,NA,NA +ER5, N,2,2010,7,11,DRY,6,59.5,0.991666667,0,10.84,0.000036133,0.15,0.05,NA,NA +ER5, N,2,2010,7,11,DRY,7,59.5,0.991666667,0,14.39,0.000047967,NA,NA,NA,NA +ER5, N,2,2010,7,11,DRY,8,59.5,0.991666667,0,14.39,0.000047967,0.21,0.1,NA,NA +ER5, N,2,2010,7,11,DRY,11,59.5,0.991666667,0,12.73,0.000042433,NA,NA,NA,NA +ER5, N,2,2010,7,11,DRY,15,59.5,0.991666667,0,10.17,0.0000339,0.17,0.05,NA,NA +ER5, N,2,2010,7,11,DRY,19,59.5,0.991666667,0,7.96,0.000026533,NA,NA,NA,NA +ER5, N,2,2010,7,11,DRY,22,59.5,0.991666667,0,7.09,0.000023633,NA,NA,NA,NA +ER5, N,2,2010,7,11,DRY,25,59.5,0.991666667,0,6.5,0.000021667,0.1,0.02,NA,NA +ER5, N,2,2010,7,11,DRY,32,59.5,0.991666667,0,5.06,0.000016867,NA,NA,NA,NA +ER5, N,2,2010,7,11,DRY,39,59.5,0.991666667,0,3.32,0.000011067,NA,NA,NA,NA +ER5, N,2,2010,7,11,DRY,45,0,0,0,3.32,0.000011067,0.05,0,NA,NA +ER5, N,2,2010,7,11,DRY,45.75,0,0,0,0,0,NA,NA,NA,NA +ER5, N,2,2010,7,11,WET,0,70.35,1.1725,0,0,0,NA,NA,NA,NA +ER5, N,2,2010,7,11,WET,5.25,70.35,1.1725,0,0,0,NA,NA,NA,NA +ER5, N,2,2010,7,11,WET,6,70.35,1.1725,0,4.23,0.0000141,NA,NA,NA,NA +ER5, N,2,2010,7,11,WET,7,70.35,1.1725,0,5.77,0.000019233,NA,NA,NA,NA +ER5, N,2,2010,7,11,WET,8,70.35,1.1725,0,8.14,0.000027133,0.34,0.09,NA,NA +ER5, N,2,2010,7,11,WET,10,70.35,1.1725,0,8.77,0.000029233,0.19,0.05,NA,NA +ER5, N,2,2010,7,11,WET,12,70.35,1.1725,0,9.41,0.000031367,0.14,0.04,NA,NA +ER5, N,2,2010,7,11,WET,15,97.28,1.621333333,0,8.77,0.000029233,0.23,0.06,NA,NA +ER5, N,2,2010,7,11,WET,16,97.28,1.621333333,0,11.03,0.000036767,0.35,0.13,NA,NA +ER5, N,2,2010,7,11,WET,17,97.28,1.621333333,0,13.14,0.0000438,0.35,0.15,NA,NA +ER5, N,2,2010,7,11,WET,19,97.28,1.621333333,0,15.35,0.000051167,0.33,0.17,NA,NA +ER5, N,2,2010,7,11,WET,22,97.28,1.621333333,0,15.35,0.000051167,0.36,0.19,NA,NA +ER5, N,2,2010,7,11,WET,23,97.28,1.621333333,0,11.72,0.000039067,NA,NA,NA,NA +ER5, N,2,2010,7,11,WET,26,97.28,1.621333333,0,12.42,0.0000414,0.36,0.15,NA,NA +ER5, N,2,2010,7,11,WET,31,97.28,1.621333333,0,11.33,0.000037767,0.35,0.13,NA,NA +ER5, N,2,2010,7,11,WET,33,119.63,1.993833333,0,11.33,0.000037767,0.27,0.1,NA,NA +ER5, N,2,2010,7,11,WET,34,119.63,1.993833333,0,12.02,0.000040067,NA,NA,NA,NA +ER5, N,2,2010,7,11,WET,35,119.63,1.993833333,0,14.18,0.000047267,0.46,0.22,NA,NA +ER5, N,2,2010,7,11,WET,37,119.63,1.993833333,0,18.79,0.000062633,0.3,0.19,NA,NA +ER5, N,2,2010,7,11,WET,38,119.63,1.993833333,0,17.21,0.000057367,NA,NA,NA,NA +ER5, N,2,2010,7,11,WET,40,119.63,1.993833333,0,17.21,0.000057367,0.3,0.17,NA,NA +ER5, N,2,2010,7,11,WET,42,119.63,1.993833333,0,19.14,0.0000638,0.27,0.17,NA,NA +ER5, N,2,2010,7,11,WET,43,152.4,2.54,0,19.14,0.0000638,NA,NA,NA,NA +ER5, N,2,2010,7,11,WET,44,152.4,2.54,0,27.17,0.000090567,0.41,0.38,NA,NA +ER5, N,2,2010,7,11,WET,46,152.4,2.54,0,35.02,0.000116733,0.26,0.31,NA,NA +ER5, N,2,2010,7,11,WET,48,152.4,2.54,0,35.02,0.000116733,0.3,0.36,NA,NA +ER5, N,2,2010,7,11,WET,49.25,152.4,2.54,0,35.02,0.000116733,0.22,0.26,0.019,0.01 +ER5, N,2,2010,7,11,WET,54,152.4,2.54,0,35.02,0.000116733,0.13,0.16,NA,NA +ER5, N,2,2010,7,11,WET,58,173.48,2.891333333,0,33.51,0.0001117,NA,NA,NA,NA +ER5, N,2,2010,7,11,WET,59,173.48,2.891333333,0,33.51,0.0001117,NA,NA,NA,NA +ER5, N,2,2010,7,11,WET,60,173.48,2.891333333,0,36.41,0.000121367,NA,NA,NA,NA +ER5, N,2,2010,7,11,WET,62,173.48,2.891333333,0,40.53,0.0001351,0.23,0.32,NA,NA +ER5, N,2,2010,7,11,WET,63,173.48,2.891333333,0,40.53,0.0001351,0.21,0.28,NA,NA +ER5, N,2,2010,7,11,WET,64,173.48,2.891333333,0,40.53,0.0001351,0.19,0.27,0.025,0.011 +ER5, N,2,2010,7,11,WET,67,173.48,2.891333333,0,40.53,0.0001351,NA,NA,NA,NA +ER5, N,2,2010,7,11,WET,70,173.48,2.891333333,0,36.83,0.000122767,NA,NA,NA,NA +ER5, N,2,2010,7,11,WET,73,0,0,0,36.83,0.000122767,0.19,0.24,NA,NA +ER5, N,2,2010,7,11,WET,73.5,0,0,0,28.33,0.000094433,0.11,0.11,NA,NA +ER5, N,2,2010,7,11,WET,75.25,0,0,0,0,0,NA,NA,NA,NA +ER5, N,3,2010,7,10,DRY,0,59.5,0.991666667,0,0,0,NA,NA,NA,NA +ER5, N,3,2010,7,10,DRY,7.5,59.5,0.991666667,0,0,0,NA,NA,NA,NA +ER5, N,3,2010,7,10,DRY,8,59.5,0.991666667,0,3.11,0.000010367,NA,NA,NA,NA +ER5, N,3,2010,7,10,DRY,15,59.5,0.991666667,0,3.11,0.000010367,NA,NA,NA,NA +ER5, N,3,2010,7,10,DRY,26,59.5,0.991666667,0,3.59,0.000011967,NA,NA,NA,NA +ER5, N,3,2010,7,10,DRY,35,59.5,0.991666667,0,3.59,0.000011967,NA,NA,NA,NA +ER5, N,3,2010,7,10,DRY,45,0,0,0,3.59,0.000011967,NA,NA,NA,NA +ER5, N,3,2010,7,10,WET,0,70.35,1.1725,0,0,0,NA,NA,NA,NA +ER5, N,3,2010,7,10,WET,6.25,70.35,1.1725,0,0,0,NA,NA,NA,NA +ER5, N,3,2010,7,10,WET,7,70.35,1.1725,0,3.52,0.000011733,NA,NA,NA,NA +ER5, N,3,2010,7,10,WET,11,70.35,1.1725,0,3.52,0.000011733,0.07,0,NA,NA +ER5, N,3,2010,7,10,WET,12,70.35,1.1725,0,6.84,0.0000228,0.06,0.01,NA,NA +ER5, N,3,2010,7,10,WET,14,70.35,1.1725,0,6.25,0.000020833,0.03,0,NA,NA +ER5, N,3,2010,7,10,WET,16,70.35,1.1725,0,6.25,0.000020833,0.03,0,NA,NA +ER5, N,3,2010,7,10,WET,18,97.28,1.621333333,0,6.25,0.000020833,0.05,0.01,NA,NA +ER5, N,3,2010,7,10,WET,19,97.28,1.621333333,0,6.25,0.000020833,NA,NA,NA,NA +ER5, N,3,2010,7,10,WET,20,97.28,1.621333333,0,7.44,0.0000248,NA,NA,NA,NA +ER5, N,3,2010,7,10,WET,23,97.28,1.621333333,0,10.55,0.000035167,0.05,0.01,NA,NA +ER5, N,3,2010,7,10,WET,26,97.28,1.621333333,0,11.23,0.000037433,0.08,0.03,NA,NA +ER5, N,3,2010,7,10,WET,28,97.28,1.621333333,0,11.92,0.000039733,0.08,0.03,NA,NA +ER5, N,3,2010,7,10,WET,30,119.63,1.993833333,0,11.92,0.000039733,0.04,0.01,NA,NA +ER5, N,3,2010,7,10,WET,31,119.63,1.993833333,0,13.76,0.000045867,0.06,0.02,NA,NA +ER5, N,3,2010,7,10,WET,32,119.63,1.993833333,0,15.13,0.000050433,0.07,0.03,NA,NA +ER5, N,3,2010,7,10,WET,34,119.63,1.993833333,0,17.88,0.0000596,0.16,0.09,NA,NA +ER5, N,3,2010,7,10,WET,36,119.63,1.993833333,0,18.22,0.000060733,0.19,0.12,NA,NA +ER5, N,3,2010,7,10,WET,37,119.63,1.993833333,0,18.22,0.000060733,0.28,0.17,0.013,0.006 +ER5, N,3,2010,7,10,WET,39,119.63,1.993833333,0,18.22,0.000060733,0.15,0.09,NA,NA +ER5, N,3,2010,7,10,WET,46,119.63,1.993833333,0,16.66,0.000055533,NA,NA,NA,NA +ER5, N,3,2010,7,10,WET,51,152.4,2.54,0,16.66,0.000055533,0.12,0.07,NA,NA +ER5, N,3,2010,7,10,WET,52,152.4,2.54,0,21.01,0.000070033,0.17,0.12,NA,NA +ER5, N,3,2010,7,10,WET,53,152.4,2.54,0,30.16,0.000100533,0.39,0.4,NA,NA +ER5, N,3,2010,7,10,WET,55,152.4,2.54,0,37.68,0.0001256,0.29,0.37,NA,NA +ER5, N,3,2010,7,10,WET,57,152.4,2.54,0,40.68,0.0001356,0.21,0.29,NA,NA +ER5, N,3,2010,7,10,WET,59,152.4,2.54,0,40.68,0.0001356,0.19,0.26,0.02,0.011 +ER5, N,3,2010,7,10,WET,61,152.4,2.54,0,40.68,0.0001356,0.2,0.28,NA,NA +ER5, N,3,2010,7,10,WET,67,152.4,2.54,0,32.02,0.000106733,0.12,0.13,NA,NA +ER5, N,3,2010,7,10,WET,69,173.48,2.891333333,0,32.02,0.000106733,0.12,0.13,NA,NA +ER5, N,3,2010,7,10,WET,70,173.48,2.891333333,0,32.02,0.000106733,NA,NA,NA,NA +ER5, N,3,2010,7,10,WET,71,173.48,2.891333333,0,35.3,0.000117667,0.1,0.13,NA,NA +ER5, N,3,2010,7,10,WET,73,173.48,2.891333333,0,38.67,0.0001289,0.13,0.17,NA,NA +ER5, N,3,2010,7,10,WET,75,173.48,2.891333333,0,41.4,0.000138,0.12,0.16,NA,NA +ER5, N,3,2010,7,10,WET,77,173.48,2.891333333,0,41.69,0.000138967,0.2,0.28,0.022,0.013 +ER5, N,3,2010,7,10,WET,83,173.48,2.891333333,0,41.69,0.000138967,0.12,0.17,NA,NA +ER5, N,3,2010,7,10,WET,86,0,0,0,41.69,0.000138967,0.12,0.18,NA,NA +ER5, N,3,2010,7,10,WET,86.5,0,0,0,29.76,0.0000992,0.07,0.07,NA,NA +ER5, N,3,2010,7,10,WET,87,0,0,0,16.66,0.000055533,NA,NA,NA,NA +ER5, N,3,2010,7,10,WET,89,0,0,0,0,0,NA,NA,NA,NA +ER5, N,4,2010,7,10,DRY,0,59.5,0.991666667,0,0,0,NA,NA,NA,NA +ER5, N,4,2010,7,10,DRY,7,59.5,0.991666667,0,0,0,NA,NA,NA,NA +ER5, 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N,1,2009,7,27,WET,50.75,131.06,2.184333333,rate2,307.01,0.001023367,3.93,40.86,NA,0.06 +PCE, N,1,2009,7,27,WET,52,131.06,2.184333333,rate2,307.01,0.001023367,2.87,29.85,NA,NA +PCE, N,1,2009,7,27,WET,54,131.06,2.184333333,rate2,307.01,0.001023367,2.83,29.49,NA,NA +PCE, N,1,2009,7,27,WET,55,131.06,2.184333333,0,167.97,0.0005599,NA,NA,NA,NA +PCE, N,1,2009,7,27,WET,56,131.06,2.184333333,0,110.98,0.000369933,NA,NA,NA,NA +PCE, N,1,2009,7,27,WET,57,131.06,2.184333333,0,93.97,0.000313233,NA,NA,NA,NA +PCE, N,1,2009,7,27,WET,58,175,2.916666667,0,93.97,0.000313233,1.46,4.65,NA,NA +PCE, N,1,2009,7,27,WET,59,175,2.916666667,0,125.48,0.000418267,2.39,10.18,NA,NA +PCE, N,1,2009,7,27,WET,60,175,2.916666667,0,140.8,0.000469333,2.1,10.04,NA,NA +PCE, N,1,2009,7,27,WET,61,175,2.916666667,0,140.8,0.000469333,2.05,9.77,NA,NA +PCE, N,1,2009,7,27,WET,61.75,175,2.916666667,0,140.8,0.000469333,1.96,9.34,0.332,0.06 +PCE, N,1,2009,7,27,WET,63.5,175,2.916666667,0,140.8,0.000469333,2.09,9.98,NA,NA +PCE, N,1,2009,7,27,WET,66,175,2.916666667,0,140.8,0.000469333,2.22,10.61,NA,NA +PCE, N,1,2009,7,27,WET,66.75,175,2.916666667,rate3,140.8,0.000469333,NA,NA,NA,NA +PCE, N,1,2009,7,27,WET,67.08,175,2.916666667,rate3,140.8,0.000469333,NA,NA,NA,NA +PCE, N,1,2009,7,27,WET,67.5,175,2.916666667,rate3,378.78,0.0012626,5.61,71.94,NA,NA +PCE, N,1,2009,7,27,WET,68,175,2.916666667,rate3,403.51,0.001345033,4.01,54.86,NA,NA +PCE, N,1,2009,7,27,WET,69,175,2.916666667,rate3,403.51,0.001345033,3.52,48.12,NA,NA +PCE, N,1,2009,7,27,WET,69.5,175,2.916666667,rate3,403.51,0.001345033,3.81,52.14,NA,0.114 +PCE, N,1,2009,7,27,WET,70,175,2.916666667,rate3,403.51,0.001345033,3.36,45.94,NA,NA +PCE, N,1,2009,7,27,WET,73,175,2.916666667,rate3,403.51,0.001345033,2.22,30.36,NA,NA +PCE, N,1,2009,7,27,WET,73.5,0,0,0,307.01,0.001023367,0.54,5.63,NA,NA +PCE, N,1,2009,7,27,WET,74,0,0,0,101.46,0.0003382,0.17,0.61,NA,NA +PCE, N,1,2009,7,27,WET,74.5,0,0,0,29.43,0.0000981,0.06,0.06,NA,NA +PCE, 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N,3,2009,7,29,WET,29.5,131.06,2.184333333,0,19.32,0.0000644,0.44,0.29,NA,NA +PCE, N,3,2009,7,29,WET,30,131.06,2.184333333,0,26.36,0.000087867,0.99,0.88,NA,NA +PCE, N,3,2009,7,29,WET,31,131.06,2.184333333,0,44.62,0.000148733,1.06,1.61,NA,NA +PCE, N,3,2009,7,29,WET,32,131.06,2.184333333,0,55.72,0.000185733,0.95,1.79,NA,NA +PCE, N,3,2009,7,29,WET,33,131.06,2.184333333,0,55.72,0.000185733,0.82,1.55,NA,NA +PCE, N,3,2009,7,29,WET,33.75,131.06,2.184333333,0,55.72,0.000185733,0.85,1.6,0.793,0.031 +PCE, N,3,2009,7,29,WET,36,131.06,2.184333333,0,55.72,0.000185733,0.69,1.3,NA,NA +PCE, N,3,2009,7,29,WET,39,131.06,2.184333333,rate2,55.72,0.000185733,0.74,1.4,NA,NA +PCE, N,3,2009,7,29,WET,40,131.06,2.184333333,rate2,55.72,0.000185733,NA,NA,NA,NA +PCE, N,3,2009,7,29,WET,40.5,131.06,2.184333333,rate2,134.6,0.000448667,5.25,23.91,NA,NA +PCE, N,3,2009,7,29,WET,41,131.06,2.184333333,rate2,382.87,0.001276233,1.96,25.46,NA,NA +PCE, N,3,2009,7,29,WET,42,131.06,2.184333333,rate2,370.66,0.001235533,2.19,27.47,NA,NA +PCE, N,3,2009,7,29,WET,43,131.06,2.184333333,rate2,370.66,0.001235533,1.78,22.34,NA,NA +PCE, N,3,2009,7,29,WET,46,131.06,2.184333333,rate2,370.66,0.001235533,0.78,9.86,1.508,0.059 +PCE, N,3,2009,7,29,WET,47.5,131.06,2.184333333,rate2,370.66,0.001235533,0.56,7.09,NA,NA +PCE, N,3,2009,7,29,WET,50,0,0,0,370.66,0.001235533,0.7,8.8,NA,NA +PCE, N,3,2009,7,29,WET,50.5,0,0,0,275.5,0.000918333,0.21,2.04,NA,NA +PCE, N,3,2009,7,29,WET,51,0,0,0,131.1,0.000437,0.12,0.53,NA,NA +PCE, N,3,2009,7,29,WET,51.5,0,0,0,66.44,0.000221467,NA,NA,NA,NA +PCE, N,3,2009,7,29,WET,52,0,0,0,32.75,0.000109167,NA,NA,NA,NA +PCE, N,3,2009,7,29,WET,52.5,0,0,0,22.21,0.000074033,NA,NA,NA,NA +PCE, N,3,2009,7,29,WET,53,0,0,0,15.94,0.000053133,NA,NA,NA,NA +PCE, N,3,2009,7,29,WET,58.17,0,0,0,0,0,NA,NA,NA,NA +PCE, N,4,2009,7,29,DRY,0,61.46,1.024333333,0,0,0,NA,NA,NA,NA +PCE, N,4,2009,7,29,DRY,6.13,61.46,1.024333333,0,0,0,NA,NA,NA,NA +PCE, N,4,2009,7,29,DRY,15,61.46,1.024333333,0,8.99,0.000029967,NA,NA,NA,NA +PCE, N,4,2009,7,29,DRY,20,61.46,1.024333333,0,13.47,0.0000449,NA,NA,NA,NA +PCE, N,4,2009,7,29,DRY,25,61.46,1.024333333,0,13.47,0.0000449,NA,NA,NA,NA +PCE, N,4,2009,7,29,DRY,30,61.46,1.024333333,0,13.47,0.0000449,NA,NA,NA,NA +PCE, N,4,2009,7,29,DRY,40,61.46,1.024333333,0,13.47,0.0000449,NA,NA,NA,NA +PCE, N,4,2009,7,29,DRY,45,0,0,0,13.47,0.0000449,NA,NA,NA,NA +PCE, N,4,2009,7,29,DRY,45.67,0,0,0,0,0,NA,NA,NA,NA +PCE, N,4,2009,7,30,WET,0,0,0,rate1,0,0,NA,NA,NA,NA +PCE, N,4,2009,7,30,WET,15,0,0,rate2,0,0,NA,NA,NA,NA +PCE, N,4,2009,7,30,WET,30,0,0,rate3,0,0,NA,NA,NA,NA +PCE, N,4,2009,7,30,WET,30.5,0,0,rate3,0,0,NA,NA,NA,NA +PCE, N,4,2009,7,30,WET,31,0,0,rate3,6.99,0.0000233,NA,NA,NA,NA +PCE, N,4,2009,7,30,WET,32,0,0,rate3,9.61,0.000032033,3.07,1,NA,NA +PCE, N,4,2009,7,30,WET,33,0,0,rate3,15.31,0.000051033,NA,NA,NA,NA +PCE, N,4,2009,7,30,WET,34,0,0,rate3,23.41,0.000078033,0.86,0.68,NA,NA +PCE, N,4,2009,7,30,WET,35,0,0,rate3,52.67,0.000175567,0.49,0.88,NA,NA +PCE, N,4,2009,7,30,WET,36,0,0,rate3,97.89,0.0003263,0.22,0.75,NA,NA +PCE, N,4,2009,7,30,WET,37,0,0,rate3,106.48,0.000354933,0.23,0.83,NA,NA +PCE, N,4,2009,7,30,WET,38,0,0,rate3,106.48,0.000354933,NA,NA,NA,NA +PCE, N,4,2009,7,30,WET,39,0,0,rate3,106.48,0.000354933,0.22,0.82,0.285,0.016 +PCE, N,4,2009,7,30,WET,44.5,0,0,rate3,118.68,0.0003956,0.07,0.29,NA,NA +PCE, N,4,2009,7,30,WET,46,0,0,rate3,118.68,0.0003956,NA,NA,NA,NA +PCE, N,4,2009,7,30,WET,48,0,0,rate3,132.19,0.000440633,NA,NA,NA,NA +PCE, N,4,2009,7,30,WET,48.5,0,0,rate4,132.19,0.000440633,0.05,0.24,NA,NA +PCE, N,4,2009,7,30,WET,49.75,0,0,rate4,132.19,0.000440633,NA,NA,NA,NA +PCE, N,4,2009,7,30,WET,50,0,0,rate4,155.8,0.000519333,NA,NA,NA,NA +PCE, N,4,2009,7,30,WET,51,0,0,rate4,182.9,0.000609667,0.25,1.57,NA,NA +PCE, N,4,2009,7,30,WET,52,0,0,rate4,182.9,0.000609667,NA,NA,NA,NA +PCE, N,4,2009,7,30,WET,53,0,0,rate4,182.9,0.000609667,NA,NA,NA,NA +PCE, N,4,2009,7,30,WET,55,0,0,rate4,182.9,0.000609667,0.09,0.59,0.282,0.019 +PCE, N,4,2009,7,30,WET,58,0,0,rate4,182.9,0.000609667,0.12,0.78,NA,NA +PCE, N,4,2009,7,30,WET,62,0,0,rate4,172.02,0.0005734,NA,NA,NA,NA +PCE, N,4,2009,7,30,WET,63,0,0,rate4,172.02,0.0005734,0.08,0.46,NA,NA +PCE, N,4,2009,7,30,WET,64,0,0,rate5,172.02,0.0005734,0.07,0.41,NA,NA +PCE, N,4,2009,7,30,WET,65.2,0,0,rate5,172.02,0.0005734,NA,NA,NA,NA +PCE, N,4,2009,7,30,WET,66,0,0,rate5,197.5,0.000658333,0.19,1.27,NA,NA +PCE, N,4,2009,7,30,WET,67,0,0,rate5,216.09,0.0007203,0.16,1.21,NA,NA +PCE, N,4,2009,7,30,WET,68,0,0,rate5,216.09,0.0007203,0.21,1.54,NA,NA +PCE, N,4,2009,7,30,WET,69,0,0,rate5,216.09,0.0007203,0.15,1.11,0.337,0.021 +PCE, N,4,2009,7,30,WET,71,0,0,rate5,216.09,0.0007203,0.11,0.8,NA,NA +PCE, N,4,2009,7,30,WET,79,0,0,0,216.09,0.0007203,0.05,0.42,NA,NA +PCE, N,4,2009,7,30,WET,80,0,0,0,216.09,0.0007203,0.05,0.41,NA,NA +PCE, N,4,2009,7,30,WET,80.5,0,0,0,179.49,0.0005983,NA,NA,NA,NA +PCE, N,4,2009,7,30,WET,81,0,0,0,151.2,0.000504,NA,NA,NA,NA +PCE, N,4,2009,7,30,WET,81.5,0,0,0,105.67,0.000352233,NA,NA,NA,NA +PCE, N,4,2009,7,30,WET,82,0,0,0,80.53,0.000268433,NA,NA,NA,NA +PCE, N,4,2009,7,30,WET,82.5,0,0,0,67.48,0.000224933,NA,NA,NA,NA +PCE, N,4,2009,7,30,WET,83,0,0,0,53.63,0.000178767,NA,NA,NA,NA +PCE, N,4,2009,7,30,WET,84,0,0,0,43.12,0.000143733,NA,NA,NA,NA +PCE, N,4,2009,7,30,WET,85,0,0,0,33.02,0.000110067,NA,NA,NA,NA +PCE, N,4,2009,7,30,WET,86,0,0,0,25.99,0.000086633,NA,NA,NA,NA +PCE, N,4,2009,7,30,WET,87,0,0,0,22.93,0.000076433,NA,NA,NA,NA +PCE, N,4,2009,7,30,WET,114,0,0,0,0,0,NA,NA,NA,NA +PCE, N,5,2009,7,30,DRY,0,61.46,1.024333333,0,0,0,NA,NA,NA,NA +PCE, N,5,2009,7,30,DRY,5,61.46,1.024333333,0,0,0,NA,NA,NA,NA +PCE, N,5,2009,7,30,DRY,6,61.46,1.024333333,0,13.87,0.000046233,NA,NA,NA,NA +PCE, N,5,2009,7,30,DRY,7,61.46,1.024333333,0,13.87,0.000046233,NA,NA,NA,NA +PCE, N,5,2009,7,30,DRY,8,61.46,1.024333333,0,7.32,0.0000244,NA,NA,NA,NA +PCE, N,5,2009,7,30,DRY,9.5,61.46,1.024333333,0,9.78,0.0000326,2.97,0.98,NA,NA +PCE, N,5,2009,7,30,DRY,11,61.46,1.024333333,0,9.52,0.000031733,1.53,0.49,NA,NA +PCE, N,5,2009,7,30,DRY,15,61.46,1.024333333,0,9.52,0.000031733,1.11,0.35,NA,NA +PCE, N,5,2009,7,30,DRY,20,61.46,1.024333333,0,9.52,0.000031733,0.8,0.25,NA,NA +PCE, N,5,2009,7,30,DRY,25,61.46,1.024333333,0,9.52,0.000031733,0.59,0.19,NA,NA +PCE, N,5,2009,7,30,DRY,35,61.46,1.024333333,0,9.52,0.000031733,0.4,0.13,NA,NA +PCE, N,5,2009,7,30,DRY,45,0,0,0,6.99,0.0000233,0.39,0.09,NA,NA +PCE, N,5,2009,7,30,DRY,46.1,0,0,0,0,0,NA,NA,NA,NA +PCE, N,5,2009,7,30,WET,0,61.46,1.024333333,0,0,0,NA,NA,NA,NA +PCE, N,5,2009,7,30,WET,5.25,61.46,1.024333333,0,0,0,NA,NA,NA,NA +PCE, N,5,2009,7,30,WET,6,61.46,1.024333333,0,6.76,0.000022533,NA,NA,NA,NA +PCE, N,5,2009,7,30,WET,7,61.46,1.024333333,0,8.14,0.000027133,0.47,0.13,NA,NA +PCE, N,5,2009,7,30,WET,8,61.46,1.024333333,0,8.73,0.0000291,0.6,0.17,NA,NA +PCE, N,5,2009,7,30,WET,9,61.46,1.024333333,0,12.59,0.000041967,0.55,0.23,NA,NA +PCE, N,5,2009,7,30,WET,10,61.46,1.024333333,0,15.73,0.000052433,0.67,0.35,NA,NA +PCE, N,5,2009,7,30,WET,11,61.46,1.024333333,0,15.73,0.000052433,NA,NA,NA,NA +PCE, N,5,2009,7,30,WET,12,61.46,1.024333333,rate1,15.73,0.000052433,0.54,0.28,NA,NA +PCE, N,5,2009,7,30,WET,12.67,61.46,1.024333333,rate1,15.73,0.000052433,NA,NA,NA,NA +PCE, N,5,2009,7,30,WET,13,61.46,1.024333333,rate1,41.06,0.000136867,4.07,5.66,NA,NA +PCE, N,5,2009,7,30,WET,14,61.46,1.024333333,rate1,54.11,0.000180367,2.31,4.23,NA,NA +PCE, N,5,2009,7,30,WET,15,61.46,1.024333333,rate1,54.11,0.000180367,1.44,2.64,NA,NA +PCE, N,5,2009,7,30,WET,15.75,61.46,1.024333333,rate1,54.11,0.000180367,1.4,2.57,0.634,0.05 +PCE, N,5,2009,7,30,WET,17,61.46,1.024333333,rate1,54.11,0.000180367,1.15,2.1,NA,NA +PCE, N,5,2009,7,30,WET,21,61.46,1.024333333,rate1,54.11,0.000180367,1.46,2.67,NA,NA +PCE, N,5,2009,7,30,WET,22,61.46,1.024333333,rate1,52.67,0.000175567,NA,NA,NA,NA +PCE, N,5,2009,7,30,WET,23.5,61.46,1.024333333,0,52.67,0.000175567,NA,NA,NA,NA +PCE, N,5,2009,7,30,WET,24,61.46,1.024333333,0,52.67,0.000175567,NA,NA,NA,NA +PCE, N,5,2009,7,30,WET,25,61.46,1.024333333,0,20.81,0.000069367,NA,NA,NA,NA +PCE, N,5,2009,7,30,WET,26,131.06,2.184333333,0,15.31,0.000051033,0.51,0.26,NA,NA +PCE, N,5,2009,7,30,WET,27,131.06,2.184333333,0,39.32,0.000131067,0.88,1.17,NA,NA +PCE, N,5,2009,7,30,WET,28,131.06,2.184333333,0,50.46,0.0001682,0.81,1.39,NA,NA +PCE, N,5,2009,7,30,WET,29,131.06,2.184333333,0,50.46,0.0001682,0.69,1.19,NA,NA +PCE, N,5,2009,7,30,WET,29.75,131.06,2.184333333,0,50.46,0.0001682,0.74,1.26,NA,0.054 +PCE, N,5,2009,7,30,WET,31,131.06,2.184333333,0,53.31,0.0001777,0.96,1.74,NA,NA +PCE, N,5,2009,7,30,WET,34,131.06,2.184333333,0,53.31,0.0001777,0.65,1.17,NA,NA +PCE, N,5,2009,7,30,WET,35,131.06,2.184333333,rate2,53.31,0.0001777,0.7,1.27,NA,NA +PCE, N,5,2009,7,30,WET,35.25,131.06,2.184333333,rate2,53.31,0.0001777,NA,NA,NA,NA +PCE, N,5,2009,7,30,WET,36,131.06,2.184333333,rate2,134.82,0.0004494,5.25,23.97,NA,NA +PCE, N,5,2009,7,30,WET,37,131.06,2.184333333,rate2,205.83,0.0006861,2.64,18.42,NA,NA +PCE, N,5,2009,7,30,WET,38,131.06,2.184333333,rate2,205.83,0.0006861,NA,NA,NA,NA +PCE, N,5,2009,7,30,WET,39,131.06,2.184333333,rate2,205.83,0.0006861,2.12,14.79,NA,0.05 +PCE, N,5,2009,7,30,WET,40,131.06,2.184333333,rate2,205.83,0.0006861,1.85,12.93,NA,NA +PCE, N,5,2009,7,30,WET,42,0,0,0,205.83,0.0006861,1.19,8.29,NA,NA +PCE, N,5,2009,7,30,WET,42.5,0,0,0,93.78,0.0003126,0.42,1.35,NA,NA +PCE, N,5,2009,7,30,WET,44.75,0,0,0,0,0,NA,NA,NA,NA +PCE, N,6,2009,7,30,DRY,0,61.46,1.024333333,0,0,0,NA,NA,NA,NA +PCE, N,6,2009,7,30,DRY,4.25,61.46,1.024333333,0,0,0,NA,NA,NA,NA +PCE, N,6,2009,7,30,DRY,5,61.46,1.024333333,0,15.24,0.0000508,NA,NA,NA,NA +PCE, N,6,2009,7,30,DRY,6,61.46,1.024333333,0,15.24,0.0000508,5.59,2.78,NA,NA +PCE, N,6,2009,7,30,DRY,8.5,61.46,1.024333333,0,15.24,0.0000508,NA,NA,NA,NA +PCE, N,6,2009,7,30,DRY,10,61.46,1.024333333,0,15.24,0.0000508,4.37,2.17,NA,NA +PCE, N,6,2009,7,30,DRY,12,61.46,1.024333333,0,15.45,0.0000515,NA,NA,NA,NA +PCE, N,6,2009,7,30,DRY,15,61.46,1.024333333,0,15.45,0.0000515,2.69,1.35,NA,NA +PCE, N,6,2009,7,30,DRY,20,61.46,1.024333333,0,15.45,0.0000515,2.68,1.35,NA,NA +PCE, N,6,2009,7,30,DRY,22.5,61.46,1.024333333,0,18.55,0.000061833,NA,NA,NA,NA +PCE, N,6,2009,7,30,DRY,25,61.46,1.024333333,0,18.43,0.000061433,2.84,1.71,NA,NA +PCE, N,6,2009,7,30,DRY,26.5,61.46,1.024333333,0,23.05,0.000076833,NA,NA,NA,NA +PCE, N,6,2009,7,30,DRY,30,61.46,1.024333333,0,23.05,0.000076833,1.98,1.48,NA,NA +PCE, N,6,2009,7,30,DRY,35,61.46,1.024333333,0,23.05,0.000076833,1.82,1.37,NA,NA +PCE, N,6,2009,7,30,DRY,40,61.46,1.024333333,0,23.05,0.000076833,1.77,1.33,NA,NA +PCE, N,6,2009,7,30,DRY,45,0,0,0,23.05,0.000076833,1.58,1.19,NA,NA +PCE, N,6,2009,7,30,DRY,45.5,0,0,0,10.06,0.000033533,0.2,0.06,NA,NA +PCE, N,6,2009,7,30,DRY,46.2,0,0,0,0,0,NA,NA,NA,NA +PCE, N,6,2009,7,31,WET,0,0,0,rate1,0,0,NA,NA,NA,NA +PCE, N,6,2009,7,31,WET,10,0,0,rate2,0,0,NA,NA,NA,NA +PCE, N,6,2009,7,31,WET,20,0,0,rate3,0,0,NA,NA,NA,NA +PCE, N,6,2009,7,31,WET,30,0,0,rate4,0,0,NA,NA,NA,NA +PCE, N,6,2009,7,31,WET,30.25,0,0,rate4,0,0,NA,NA,NA,NA +PCE, N,6,2009,7,31,WET,32,0,0,rate4,6.37,0.000021233,1.66,0.34,NA,NA +PCE, N,6,2009,7,31,WET,33,0,0,rate4,8.97,0.0000299,0.57,0.16,NA,NA +PCE, N,6,2009,7,31,WET,34,0,0,rate4,9.87,0.0000329,0.49,0.15,NA,NA +PCE, N,6,2009,7,31,WET,35,0,0,rate4,11.19,0.0000373,0.14,0.05,NA,NA +PCE, N,6,2009,7,31,WET,37,0,0,rate4,11.19,0.0000373,0.25,0.09,NA,NA +PCE, N,6,2009,7,31,WET,39,0,0,rate4,11.19,0.0000373,NA,NA,NA,NA +PCE, N,6,2009,7,31,WET,40,0,0,rate5,11.19,0.0000373,0.24,0.09,NA,NA +PCE, N,6,2009,7,31,WET,40.55,0,0,rate5,11.19,0.0000373,NA,NA,NA,NA +PCE, N,6,2009,7,31,WET,41,0,0,rate5,102.78,0.0003426,7.39,24.78,NA,NA +PCE, N,6,2009,7,31,WET,42,0,0,rate5,155.68,0.000518933,3.34,16.96,NA,NA +PCE, 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N,1,2008,7,22,DRY,20,61.46,1.024333333,0,17.33,0.000057767,0.34,0.19,NA,NA +LH2, N,1,2008,7,22,DRY,25,61.46,1.024333333,0,17.33,0.000057767,0.3,0.18,NA,NA +LH2, N,1,2008,7,22,DRY,30,61.46,1.024333333,0,20.92,0.000069733,0.16,0.11,NA,NA +LH2, N,1,2008,7,22,DRY,30.25,61.46,1.024333333,0,10.51,0.000035033,NA,NA,NA,NA +LH2, N,1,2008,7,22,DRY,32.45,61.46,1.024333333,0,0,0,NA,NA,NA,NA +LH2, N,1,2008,7,22,DRY,33,61.46,1.024333333,0,0,0,NA,NA,NA,NA +LH2, N,1,2008,7,22,DRY,34,0,0,0,0,0,NA,NA,NA,NA +LH2, N,1,2008,7,22,WET,0,0,0,rate1,0,0,NA,NA,NA,NA +LH2, N,1,2008,7,22,WET,1.75,0,0,rate1,80.35,0.000267833,NA,NA,NA,NA +LH2, N,1,2008,7,22,WET,4.5,0,0,rate1,80.35,0.000267833,NA,NA,0.157,0.041 +LH2, N,1,2008,7,22,WET,5.5,0,0,rate1,80.35,0.000267833,0.02,0.05,NA,NA +LH2, N,1,2008,7,22,WET,6.5,0,0,rate1,80.35,0.000267833,0,0.02,NA,NA +LH2, N,1,2008,7,22,WET,8.5,0,0,rate1,80.35,0.000267833,NA,NA,NA,NA +LH2, N,1,2008,7,22,WET,9,0,0,rate1,80.35,0.000267833,NA,NA,NA,NA +LH2, N,1,2008,7,22,WET,15,0,0,rate2,176.59,0.000588633,NA,NA,NA,NA +LH2, N,1,2008,7,22,WET,17,0,0,rate2,176.59,0.000588633,0.02,0.13,0.341,0.044 +LH2, N,1,2008,7,22,WET,18,0,0,rate2,176.59,0.000588633,NA,NA,NA,NA +LH2, N,1,2008,7,22,WET,21,0,0,rate2,176.59,0.000588633,0,0.05,NA,NA +LH2, N,1,2008,7,22,WET,21.5,0,0,rate2,176.59,0.000588633,NA,NA,NA,NA +LH2, N,1,2008,7,22,WET,22,0,0,rate3,176.59,0.000588633,NA,NA,NA,NA +LH2, N,1,2008,7,22,WET,25,0,0,rate3,282.27,0.0009409,0.04,0.38,0.308,0.062 +LH2, N,1,2008,7,22,WET,26,0,0,rate3,282.27,0.0009409,0.02,0.24,NA,NA +LH2, N,1,2008,7,22,WET,29,0,0,rate3,282.27,0.0009409,0.06,0.63,NA,NA +LH2, N,1,2008,7,22,WET,29.5,0,0,rate4,371.16,0.0012372,NA,NA,NA,NA +LH2, N,1,2008,7,22,WET,31.5,0,0,rate4,371.16,0.0012372,0.03,0.48,0.32,0.055 +LH2, N,1,2008,7,22,WET,32.25,0,0,rate4,371.16,0.0012372,0.03,0.44,NA,NA +LH2, N,1,2008,7,22,WET,34.5,0,0,rate4,371.16,0.0012372,0.01,0.17,NA,NA +LH2, N,1,2008,7,22,WET,35,0,0,rate5,429.76,0.001432533,NA,NA,NA,NA +LH2, N,1,2008,7,22,WET,38,0,0,rate5,429.76,0.001432533,0.04,0.71,0.332,0.07 +LH2, N,1,2008,7,22,WET,38.5,0,0,rate5,429.76,0.001432533,0.05,0.78,NA,NA +LH2, N,1,2008,7,22,WET,39,0,0,rate5,429.76,0.001432533,0.04,0.68,NA,NA +LH2, N,1,2008,7,22,WET,41,0,0,rate5,429.76,0.001432533,0.04,0.68,NA,NA +LH2, N,2,2008,7,23,WET,0,61.46,1.024333333,0,0,0,NA,NA,NA,NA +LH2, N,2,2008,7,23,WET,2,61.46,1.024333333,0,0,0,NA,NA,NA,NA +LH2, N,2,2008,7,23,WET,3,61.46,1.024333333,0,7.81,0.000026033,1.01,0.26,NA,NA +LH2, N,2,2008,7,23,WET,4,61.46,1.024333333,0,16.79,0.000055967,0.36,0.2,NA,NA +LH2, N,2,2008,7,23,WET,5,61.46,1.024333333,0,31.54,0.000105133,0.37,0.39,NA,NA +LH2, N,2,2008,7,23,WET,6.5,61.46,1.024333333,0,41.35,0.000137833,NA,NA,NA,NA +LH2, N,2,2008,7,23,WET,8,61.46,1.024333333,0,41.35,0.000137833,0.29,0.41,NA,NA +LH2, N,2,2008,7,23,WET,8.5,61.46,1.024333333,0,41.35,0.000137833,0.43,0.6,0.072,0.023 +LH2, N,2,2008,7,23,WET,10,61.46,1.024333333,0,41.35,0.000137833,0.21,0.29,NA,NA +LH2, N,2,2008,7,23,WET,14,61.46,1.024333333,0,41.35,0.000137833,0.24,0.33,NA,NA +LH2, N,2,2008,7,23,WET,15,107.18,1.786333333,0,41.35,0.000137833,0.23,0.32,NA,NA +LH2, N,2,2008,7,23,WET,16,107.18,1.786333333,0,66.61,0.000222033,0.32,0.72,NA,NA +LH2, N,2,2008,7,23,WET,17,107.18,1.786333333,0,82.76,0.000275867,0.22,0.62,NA,NA +LH2, N,2,2008,7,23,WET,18,107.18,1.786333333,0,87.83,0.000292767,0.29,0.87,NA,NA +LH2, N,2,2008,7,23,WET,19,107.18,1.786333333,0,87.83,0.000292767,NA,NA,NA,NA +LH2, N,2,2008,7,23,WET,19.5,107.18,1.786333333,0,87.83,0.000292767,0.23,0.71,0.091,0.034 +LH2, N,2,2008,7,23,WET,21,107.18,1.786333333,0,87.83,0.000292767,0.22,0.67,NA,NA +LH2, N,2,2008,7,23,WET,23.3,107.18,1.786333333,0,87.83,0.000292767,0.17,0.51,NA,NA +LH2, N,2,2008,7,23,WET,24,131.06,2.184333333,0,87.83,0.000292767,NA,NA,NA,NA +LH2, N,2,2008,7,23,WET,25,131.06,2.184333333,0,105.07,0.000350233,0.14,0.53,NA,NA +LH2, N,2,2008,7,23,WET,26,131.06,2.184333333,0,111.8,0.000372667,NA,NA,NA,NA +LH2, N,2,2008,7,23,WET,27,131.06,2.184333333,0,111.8,0.000372667,NA,NA,NA,NA +LH2, N,2,2008,7,23,WET,28,131.06,2.184333333,0,111.8,0.000372667,0.16,0.61,0.112,0.035 +LH2, N,2,2008,7,23,WET,29.5,131.06,2.184333333,0,111.8,0.000372667,0.21,0.8,NA,NA +LH2, N,2,2008,7,23,WET,32.5,131.06,2.184333333,0,111.8,0.000372667,NA,NA,NA,NA +LH2, N,2,2008,7,23,WET,33,148.59,2.4765,0,111.8,0.000372667,0.11,0.42,NA,NA +LH2, N,2,2008,7,23,WET,34,148.59,2.4765,0,133.94,0.000446467,0.24,1.12,NA,NA +LH2, N,2,2008,7,23,WET,35,148.59,2.4765,0,143.04,0.0004768,0.2,0.98,NA,NA +LH2, N,2,2008,7,23,WET,36,148.59,2.4765,0,147.55,0.000491833,NA,NA,NA,NA +LH2, N,2,2008,7,23,WET,37,148.59,2.4765,0,147.55,0.000491833,0.2,1.04,NA,NA +LH2, N,2,2008,7,23,WET,37.5,148.59,2.4765,0,147.55,0.000491833,0.19,0.94,0.116,0.038 +LH2, N,2,2008,7,23,WET,39,148.59,2.4765,0,147.55,0.000491833,0.16,0.82,NA,NA +LH2, N,2,2008,7,23,WET,41.5,148.59,2.4765,0,147.55,0.000491833,NA,NA,NA,NA +LH2, N,2,2008,7,23,WET,42,175,2.916666667,0,147.55,0.000491833,0.14,0.7,NA,NA +LH2, N,2,2008,7,23,WET,43,175,2.916666667,0,149.6,0.000498667,0.2,1.04,NA,NA +LH2, N,2,2008,7,23,WET,44,175,2.916666667,0,164.66,0.000548867,0.24,1.34,NA,NA +LH2, N,2,2008,7,23,WET,45,175,2.916666667,0,169.16,0.000563867,0.19,1.09,NA,NA +LH2, N,2,2008,7,23,WET,46,175,2.916666667,0,169.16,0.000563867,NA,NA,NA,NA +LH2, N,2,2008,7,23,WET,46.5,175,2.916666667,0,169.16,0.000563867,0.16,0.92,0.115,0.047 +LH2, N,2,2008,7,23,WET,48,175,2.916666667,0,169.16,0.000563867,0.19,1.14,NA,NA +LH2, N,2,2008,7,23,WET,50.25,175,2.916666667,0,169.16,0.000563867,NA,NA,NA,NA +LH2, N,2,2008,7,23,WET,50.5,0,0,0,169.16,0.000563867,0.1,0.59,NA,NA +LH2, N,2,2008,7,23,WET,51,0,0,0,115.95,0.0003865,0.06,0.26,NA,NA +LH2, N,2,2008,7,23,WET,51.5,0,0,0,47.35,0.000157833,NA,NA,NA,NA +LH2, N,2,2008,7,23,WET,52,0,0,0,20.58,0.0000686,NA,NA,NA,NA +LH2, N,2,2008,7,23,WET,52.5,0,0,0,9.25,0.000030833,NA,NA,NA,NA +LH2, N,2,2008,7,23,WET,54.15,0,0,0,0,0,NA,NA,NA,NA +LH2, N,2,2008,7,23,WET2,0,61.46,1.024333333,0,0,0,NA,NA,NA,NA +LH2, N,2,2008,7,23,WET2,1.75,61.46,1.024333333,0,0,0,NA,NA,NA,NA +LH2, N,2,2008,7,23,WET2,3,61.46,1.024333333,0,15.62,0.000052067,NA,NA,NA,NA +LH2, N,2,2008,7,23,WET2,4.5,61.46,1.024333333,0,35.36,0.000117867,NA,NA,NA,NA +LH2, N,2,2008,7,23,WET2,5,61.46,1.024333333,0,41.5,0.000138333,NA,NA,NA,NA +LH2, N,2,2008,7,23,WET2,6,61.46,1.024333333,0,51.72,0.0001724,NA,NA,NA,NA +LH2, N,2,2008,7,23,WET2,7.45,61.46,1.024333333,rate1,51.72,0.0001724,NA,NA,NA,NA +LH2, N,2,2008,7,23,WET2,8,61.46,1.024333333,rate1,51.72,0.0001724,0.11,0.2,NA,NA +LH2, N,2,2008,7,23,WET2,9,61.46,1.024333333,rate1,213.77,0.000712567,0.11,0.82,NA,NA +LH2, N,2,2008,7,23,WET2,11,61.46,1.024333333,rate1,214.03,0.000713433,0.07,0.52,NA,NA +LH2, N,2,2008,7,23,WET2,11.5,61.46,1.024333333,rate1,214.03,0.000713433,0.06,0.46,0.172,0.071 +LH2, N,2,2008,7,23,WET2,12.75,61.46,1.024333333,rate1,214.03,0.000713433,0.08,0.58,NA,NA +LH2, N,2,2008,7,23,WET2,14,61.46,1.024333333,rate1,214.03,0.000713433,0.07,0.53,NA,NA +LH2, N,2,2008,7,23,WET2,14.5,107.18,1.786333333,rate1,214.03,0.000713433,0.07,0.5,NA,NA +LH2, N,2,2008,7,23,WET2,15,107.18,1.786333333,rate1,240.6,0.000802,0.07,0.56,NA,NA +LH2, N,2,2008,7,23,WET2,16,107.18,1.786333333,rate1,272.97,0.0009099,0.06,0.55,NA,NA +LH2, N,2,2008,7,23,WET2,17.5,107.18,1.786333333,rate1,272.97,0.0009099,0.06,0.57,0.178,0.087 +LH2, N,2,2008,7,23,WET2,18.25,107.18,1.786333333,rate1,272.97,0.0009099,0.05,0.54,NA,NA +LH2, N,2,2008,7,23,WET2,19,107.18,1.786333333,rate1,272.97,0.0009099,0.04,0.44,NA,NA +LH2, N,2,2008,7,23,WET2,20,107.18,1.786333333,rate1,272.97,0.0009099,0.05,0.46,NA,NA +LH2, N,2,2008,7,23,WET2,20.5,175,2.916666667,rate1,272.97,0.0009099,0.05,0.51,NA,NA +LH2, N,2,2008,7,23,WET2,21.5,175,2.916666667,rate1,322.61,0.001075367,0.07,0.76,NA,NA +LH2, N,2,2008,7,23,WET2,22.5,175,2.916666667,rate1,351.53,0.001171767,0.08,0.95,NA,NA +LH2, N,2,2008,7,23,WET2,23.5,175,2.916666667,rate1,351.53,0.001171767,0.08,1.05,0.209,0.077 +LH2, N,2,2008,7,23,WET2,25,175,2.916666667,rate1,351.53,0.001171767,0.07,0.93,NA,NA +LH2, N,2,2008,7,23,WET2,25.5,175,2.916666667,rate1,351.53,0.001171767,0.08,0.96,NA,NA +LH2, N,2,2008,7,23,WET2,26,61.46,1.024333333,rate1,351.53,0.001171767,0.08,0.95,NA,NA +LH2, N,2,2008,7,23,WET2,31.5,61.46,1.024333333,rate2,351.53,0.001171767,0.08,0.95,NA,NA +LH2, N,2,2008,7,23,WET2,34,61.46,1.024333333,rate2,320.24,0.001067467,0.07,0.75,NA,NA +LH2, N,2,2008,7,23,WET2,35,61.46,1.024333333,rate2,321.72,0.0010724,0.06,0.65,NA,NA +LH2, N,2,2008,7,23,WET2,36,61.46,1.024333333,rate2,332.15,0.001107167,0.05,0.56,NA,NA +LH2, N,2,2008,7,23,WET2,36.5,61.46,1.024333333,rate2,332.15,0.001107167,0.03,0.4,0.195,0.095 +LH2, N,2,2008,7,23,WET2,37.25,61.46,1.024333333,rate2,332.15,0.001107167,0.02,0.28,NA,NA +LH2, N,2,2008,7,23,WET2,38,61.46,1.024333333,rate2,332.15,0.001107167,0.03,0.36,NA,NA +LH2, N,2,2008,7,23,WET2,39,61.46,1.024333333,rate2,332.15,0.001107167,0.03,0.33,NA,NA +LH2, N,2,2008,7,23,WET2,39.5,131.06,2.184333333,rate2,332.15,0.001107167,0.01,0.21,NA,NA +LH2, N,2,2008,7,23,WET2,41,131.06,2.184333333,rate2,369.41,0.001231367,0.02,0.24,NA,NA +LH2, N,2,2008,7,23,WET2,42,131.06,2.184333333,rate2,379.09,0.001263633,0.03,0.38,NA,NA +LH2, N,2,2008,7,23,WET2,43,131.06,2.184333333,rate2,379.09,0.001263633,0.03,0.51,0.208,0.092 +LH2, N,2,2008,7,23,WET2,43.75,131.06,2.184333333,rate2,379.09,0.001263633,0.05,0.73,NA,NA +LH2, N,2,2008,7,23,WET2,44.3,131.06,2.184333333,rate2,379.09,0.001263633,0.05,0.66,NA,NA +LH2, N,2,2008,7,23,WET2,45.25,131.06,2.184333333,rate2,379.09,0.001263633,0.05,0.64,NA,NA +LH2, N,2,2008,7,23,WET2,45.5,175,2.916666667,rate2,379.09,0.001263633,0.04,0.6,NA,NA +LH2, N,2,2008,7,23,WET2,47,175,2.916666667,rate2,418.35,0.0013945,0.05,0.7,NA,NA +LH2, N,2,2008,7,23,WET2,47.5,175,2.916666667,rate2,426.49,0.001421633,0.05,0.79,NA,NA +LH2, N,2,2008,7,23,WET2,48,175,2.916666667,rate2,443.92,0.001479733,0.06,0.9,NA,NA +LH2, N,2,2008,7,23,WET2,49.25,175,2.916666667,rate2,443.92,0.001479733,0.06,0.97,0.22,0.097 +LH2, N,2,2008,7,23,WET2,50,175,2.916666667,rate2,443.92,0.001479733,0.06,1.03,NA,NA +LH2, N,2,2008,7,23,WET2,50.5,175,2.916666667,rate2,443.92,0.001479733,0.06,1.01,NA,NA +LH2, N,2,2008,7,23,WET2,52,175,2.916666667,rate2,443.92,0.001479733,0.07,1.1,NA,NA +LH2, N,2,2008,7,23,WET2,52.5,61.46,1.024333333,rate2,443.92,0.001479733,0.07,1.05,NA,NA +LH2, N,2,2008,7,23,WET2,57,61.46,1.024333333,rate3,43.87,0.000146233,0.05,0.07,NA,NA +LH2, N,2,2008,7,23,WET2,59,61.46,1.024333333,rate3,455.23,0.001517433,0.05,0.77,NA,NA +LH2, N,2,2008,7,23,WET2,60,61.46,1.024333333,rate3,474.07,0.001580233,0.05,0.8,NA,NA +LH2, N,2,2008,7,23,WET2,61,61.46,1.024333333,rate3,474.07,0.001580233,0.04,0.75,0.256,0.109 +LH2, N,2,2008,7,23,WET2,61.75,61.46,1.024333333,rate3,474.07,0.001580233,0.04,0.67,NA,NA +LH2, N,2,2008,7,23,WET2,62.25,61.46,1.024333333,rate3,474.07,0.001580233,0.05,0.91,NA,NA +LH2, N,2,2008,7,23,WET2,63.5,61.46,1.024333333,rate3,474.07,0.001580233,0.04,0.69,NA,NA +LH2, N,2,2008,7,23,WET2,64,131.06,2.184333333,rate3,474.07,0.001580233,0.04,0.64,NA,NA +LH2, N,2,2008,7,23,WET2,65,131.06,2.184333333,rate3,504.9,0.001683,0.05,0.85,NA,NA +LH2, N,2,2008,7,23,WET2,65.5,131.06,2.184333333,rate3,519.16,0.001730533,0.05,0.87,NA,NA +LH2, N,2,2008,7,23,WET2,66,131.06,2.184333333,rate3,519.16,0.001730533,0.06,1.05,NA,NA +LH2, N,2,2008,7,23,WET2,66.5,131.06,2.184333333,rate3,519.16,0.001730533,0.05,0.97,0.267,0.104 +LH2, N,2,2008,7,23,WET2,67,131.06,2.184333333,rate3,519.16,0.001730533,0.06,1.21,NA,NA +LH2, N,2,2008,7,23,WET2,67.5,131.06,2.184333333,rate3,519.16,0.001730533,0.07,1.39,NA,NA +LH2, N,2,2008,7,23,WET2,69,131.06,2.184333333,rate3,519.16,0.001730533,0.07,1.22,NA,NA +LH2, N,2,2008,7,23,WET2,69.5,175,2.916666667,rate3,519.16,0.001730533,0.07,1.22,NA,NA +LH2, N,2,2008,7,23,WET2,70,175,2.916666667,rate3,550.59,0.0018353,0.07,1.39,NA,NA +LH2, N,2,2008,7,23,WET2,70.5,175,2.916666667,rate3,558.81,0.0018627,0.08,1.51,NA,NA +LH2, N,2,2008,7,23,WET2,71,175,2.916666667,rate3,558.81,0.0018627,0.08,1.6,NA,NA +LH2, N,2,2008,7,23,WET2,71.5,175,2.916666667,rate3,558.81,0.0018627,0.08,1.63,0.275,NA +LH2, N,2,2008,7,23,WET2,72,175,2.916666667,rate3,558.81,0.0018627,0.09,1.73,NA,NA +LH2, N,2,2008,7,23,WET2,72.5,175,2.916666667,rate3,558.81,0.0018627,0.04,0.92,NA,NA +LH2, N,2,2008,7,23,WET2,73,175,2.916666667,rate3,558.81,0.0018627,0.07,1.32,NA,NA +LH2, N,2,2008,7,23,WET2,74.5,175,2.916666667,rate3,558.81,0.0018627,0.09,1.87,NA,NA +LH2, N,2,2008,7,23,WET2,75,0,0,0,497.3,0.001657667,0.07,1.29,NA,NA +LH2, N,2,2008,7,23,WET2,75.5,0,0,0,376.9,0.001256333,0.09,1.22,NA,NA +LH2, N,2,2008,7,23,WET2,76,0,0,0,169.4,0.000564667,0.09,0.51,NA,NA +LH2, N,2,2008,7,23,WET2,76.5,0,0,0,143.71,0.000479033,0.08,0.38,NA,NA +LH2, N,2,2008,7,23,WET2,77,0,0,0,81.83,0.000272767,0.07,0.19,NA,NA +LH2, N,2,2008,7,23,WET2,77.5,0,0,0,69.39,0.0002313,0.06,0.14,NA,NA +LH2, N,2,2008,7,23,WET2,78,0,0,0,54.75,0.0001825,0.05,0.09,NA,NA +LH2, N,2,2008,7,23,WET2,78.5,0,0,0,43.57,0.000145233,0.04,0.05,NA,NA +LH2, N,2,2008,7,23,WET2,79,0,0,0,34.8,0.000116,0.03,0.03,NA,NA +LH2, N,2,2008,7,23,WET2,79.5,0,0,0,25.49,0.000084967,0.02,0.01,NA,NA +LH2, N,2,2008,7,23,WET2,84.55,0,0,0,0,0,NA,NA,NA,NA +LH2, N,3,2008,7,24,DRY,0,61.46,1.024333333,0,0,0,NA,NA,NA,NA +LH2, N,3,2008,7,24,DRY,2.12,61.46,1.024333333,0,0,0,NA,NA,NA,NA +LH2, N,3,2008,7,24,DRY,3,61.46,1.024333333,0,15.94,0.000053133,1.11,0.6,NA,NA +LH2, N,3,2008,7,24,DRY,4,61.46,1.024333333,0,32.48,0.000108267,0.75,0.82,NA,NA +LH2, N,3,2008,7,24,DRY,5,61.46,1.024333333,0,46.43,0.000154767,0.51,0.8,NA,NA +LH2, N,3,2008,7,24,DRY,6,61.46,1.024333333,0,52.83,0.0001761,NA,NA,NA,NA +LH2, N,3,2008,7,24,DRY,7,61.46,1.024333333,0,52.83,0.0001761,0.32,0.58,NA,NA +LH2, N,3,2008,7,24,DRY,10,61.46,1.024333333,0,52.83,0.0001761,0.27,0.48,NA,NA +LH2, N,3,2008,7,24,DRY,15,61.46,1.024333333,0,52.83,0.0001761,0.33,0.59,NA,NA +LH2, N,3,2008,7,24,DRY,20,61.46,1.024333333,0,52.83,0.0001761,0.27,0.49,NA,NA +LH2, N,3,2008,7,24,DRY,25,61.46,1.024333333,0,52.83,0.0001761,0.21,0.38,NA,NA +LH2, N,3,2008,7,24,DRY,30,0,0,0,52.83,0.0001761,0.16,0.29,NA,NA +LH2, N,3,2008,7,24,DRY,30.5,0,0,0,44.92,0.000149733,0.07,0.1,NA,NA +LH2, N,3,2008,7,24,DRY,31,0,0,0,24.38,0.000081267,NA,NA,NA,NA +LH2, N,3,2008,7,24,DRY,31.5,0,0,0,14.58,0.0000486,NA,NA,NA,NA +LH2, N,3,2008,7,24,DRY,33.12,0,0,0,0,0,NA,NA,NA,NA +LH2, N,3,2008,7,24,WET,0,61.46,1.024333333,0,0,0,NA,NA,NA,NA +LH2, N,3,2008,7,24,WET,1.42,61.46,1.024333333,0,0,0,NA,NA,NA,NA +LH2, N,3,2008,7,24,WET,2,61.46,1.024333333,0,13.47,0.0000449,NA,NA,NA,NA +LH2, N,3,2008,7,24,WET,3,61.46,1.024333333,0,42.09,0.0001403,0.25,0.36,NA,NA +LH2, N,3,2008,7,24,WET,4,61.46,1.024333333,0,54.11,0.000180367,0.28,0.52,NA,NA +LH2, N,3,2008,7,24,WET,5,61.46,1.024333333,0,59,0.000196667,0.26,0.53,NA,NA +LH2, N,3,2008,7,24,WET,6,61.46,1.024333333,0,59,0.000196667,NA,NA,NA,NA +LH2, N,3,2008,7,24,WET,8,61.46,1.024333333,0,59,0.000196667,0.22,0.45,0.122,0.022 +LH2, N,3,2008,7,24,WET,9,61.46,1.024333333,0,59,0.000196667,0.3,0.6,NA,NA +LH2, N,3,2008,7,24,WET,11,61.46,1.024333333,0,59,0.000196667,0.24,0.49,NA,NA +LH2, N,3,2008,7,24,WET,15,61.46,1.024333333,0,59,0.000196667,NA,NA,NA,NA +LH2, N,3,2008,7,24,WET,15.5,107.18,1.786333333,0,59,0.000196667,0.23,0.46,NA,NA +LH2, N,3,2008,7,24,WET,16,107.18,1.786333333,0,68.52,0.0002284,NA,NA,NA,NA +LH2, N,3,2008,7,24,WET,17,107.18,1.786333333,0,99.86,0.000332867,0.33,1.12,NA,NA +LH2, N,3,2008,7,24,WET,18,107.18,1.786333333,0,119.73,0.0003991,0.29,1.17,NA,NA +LH2, N,3,2008,7,24,WET,19,107.18,1.786333333,0,119.73,0.0003991,NA,NA,NA,NA +LH2, N,3,2008,7,24,WET,19.5,107.18,1.786333333,0,119.73,0.0003991,0.28,1.17,0.146,0.033 +LH2, N,3,2008,7,24,WET,20.75,107.18,1.786333333,0,119.73,0.0003991,0.32,1.32,NA,NA +LH2, N,3,2008,7,24,WET,22.5,107.18,1.786333333,0,119.73,0.0003991,0.29,1.21,NA,NA +LH2, N,3,2008,7,24,WET,24.5,107.18,1.786333333,0,119.73,0.0003991,NA,NA,NA,NA +LH2, N,3,2008,7,24,WET,25,131.06,2.184333333,0,119.73,0.0003991,0.25,1.04,NA,NA +LH2, N,3,2008,7,24,WET,26,131.06,2.184333333,0,142.37,0.000474567,0.27,1.32,NA,NA +LH2, N,3,2008,7,24,WET,27,131.06,2.184333333,0,155.33,0.000517767,0.28,1.5,NA,NA +LH2, N,3,2008,7,24,WET,28,131.06,2.184333333,0,155.33,0.000517767,0.26,1.36,NA,NA +LH2, N,3,2008,7,24,WET,29,131.06,2.184333333,0,155.33,0.000517767,0.08,0.43,0.148,0.042 +LH2, N,3,2008,7,24,WET,30.58,131.06,2.184333333,0,155.33,0.000517767,0.26,1.38,NA,NA +LH2, N,3,2008,7,24,WET,33,131.06,2.184333333,0,155.33,0.000517767,NA,NA,NA,NA +LH2, N,3,2008,7,24,WET,33.5,148.59,2.4765,0,155.33,0.000517767,0.26,1.37,NA,NA +LH2, N,3,2008,7,24,WET,34,148.59,2.4765,0,159.51,0.0005317,NA,NA,NA,NA +LH2, N,3,2008,7,24,WET,35,148.59,2.4765,0,168.69,0.0005623,0.28,1.63,NA,NA +LH2, N,3,2008,7,24,WET,36,148.59,2.4765,0,168.69,0.0005623,0.09,0.56,NA,NA +LH2, N,3,2008,7,24,WET,37.5,148.59,2.4765,0,168.69,0.0005623,0.29,1.68,0.159,0.043 +LH2, N,3,2008,7,24,WET,39,148.59,2.4765,0,168.69,0.0005623,0.29,1.71,NA,NA +LH2, N,3,2008,7,24,WET,41,148.59,2.4765,0,168.69,0.0005623,0.39,2.24,NA,NA +LH2, N,3,2008,7,24,WET,41.5,148.59,2.4765,0,168.69,0.0005623,NA,NA,NA,NA +LH2, N,3,2008,7,24,WET,42,175,2.916666667,0,168.69,0.0005623,0.4,2.33,NA,NA +LH2, N,3,2008,7,24,WET,43,175,2.916666667,0,184.36,0.000614533,0.34,2.15,NA,NA +LH2, N,3,2008,7,24,WET,44,175,2.916666667,0,193,0.000643333,0.3,1.99,NA,NA +LH2, N,3,2008,7,24,WET,45,175,2.916666667,0,193,0.000643333,0.52,3.41,NA,NA +LH2, N,3,2008,7,24,WET,46.5,175,2.916666667,0,193,0.000643333,0.42,2.79,0.181,0.045 +LH2, N,3,2008,7,24,WET,47.5,175,2.916666667,0,193,0.000643333,0.36,2.38,NA,NA +LH2, N,3,2008,7,24,WET,49,0,0,0,193,0.000643333,0.31,2.03,NA,NA +LH2, N,3,2008,7,24,WET,51,0,0,0,193,0.000643333,NA,NA,NA,NA +LH2, N,3,2008,7,24,WET,51.5,0,0,0,193,0.000643333,0.3,2,NA,NA +LH2, N,3,2008,7,24,WET,52,0,0,0,128.49,0.0004283,0.21,0.91,NA,NA +LH2, N,3,2008,7,24,WET,52.5,0,0,0,46.89,0.0001563,NA,NA,NA,NA +LH2, N,3,2008,7,24,WET,53,0,0,0,21.16,0.000070533,NA,NA,NA,NA +LH2, N,3,2008,7,24,WET,53.5,0,0,0,8.82,0.0000294,NA,NA,NA,NA +LH2, N,3,2008,7,24,WET,54.67,0,0,0,0,0,NA,NA,NA,NA +LH2, N,3,2008,7,24,WET2,0,61.46,1.024333333,0,0,0,NA,NA,NA,NA +LH2, N,3,2008,7,24,WET2,1.33,61.46,1.024333333,0,0,0,NA,NA,NA,NA +LH2, N,3,2008,7,24,WET2,2,61.46,1.024333333,0,15,0.00005,NA,NA,NA,NA +LH2, N,3,2008,7,24,WET2,3,61.46,1.024333333,0,44.62,0.000148733,NA,NA,NA,NA +LH2, N,3,2008,7,24,WET2,4,61.46,1.024333333,0,64.21,0.000214033,NA,NA,NA,NA +LH2, N,3,2008,7,24,WET2,5,61.46,1.024333333,0,75.07,0.000250233,NA,NA,NA,NA +LH2, N,3,2008,7,24,WET2,6,61.46,1.024333333,0,75.07,0.000250233,NA,NA,NA,NA +LH2, N,3,2008,7,24,WET2,7,61.46,1.024333333,rate1,75.07,0.000250233,NA,NA,NA,NA +LH2, N,3,2008,7,24,WET2,8,61.46,1.024333333,rate1,189.53,0.000631767,NA,NA,NA,NA +LH2, N,3,2008,7,24,WET2,9,61.46,1.024333333,rate1,237.92,0.000793067,0.15,1.21,NA,NA +LH2, N,3,2008,7,24,WET2,10,61.46,1.024333333,rate1,249.24,0.0008308,0.15,1.26,NA,NA +LH2, N,3,2008,7,24,WET2,11.5,61.46,1.024333333,rate1,249.24,0.0008308,0.14,1.24,0.202,0.044 +LH2, N,3,2008,7,24,WET2,12.5,61.46,1.024333333,rate1,249.24,0.0008308,0.15,1.3,NA,NA +LH2, N,3,2008,7,24,WET2,13,61.46,1.024333333,rate1,249.24,0.0008308,0.13,1.13,NA,NA +LH2, N,3,2008,7,24,WET2,15,61.46,1.024333333,rate1,249.24,0.0008308,0.14,1.18,NA,NA +LH2, N,3,2008,7,24,WET2,15.5,61.46,1.024333333,rate2,249.24,0.0008308,0.14,1.18,NA,NA +LH2, N,3,2008,7,24,WET2,16,61.46,1.024333333,rate2,271.85,0.000906167,0.13,1.19,NA,NA +LH2, N,3,2008,7,24,WET2,17,61.46,1.024333333,rate2,332.75,0.001109167,0.12,1.42,NA,NA +LH2, N,3,2008,7,24,WET2,19,61.46,1.024333333,rate2,332.75,0.001109167,0.12,1.36,0.208,0.067 +LH2, N,3,2008,7,24,WET2,19.75,61.46,1.024333333,rate2,332.75,0.001109167,0.13,1.53,NA,NA +LH2, N,3,2008,7,24,WET2,20.5,61.46,1.024333333,rate2,332.75,0.001109167,0.14,1.62,NA,NA +LH2, N,3,2008,7,24,WET2,21.5,61.46,1.024333333,rate2,332.75,0.001109167,0.14,1.57,NA,NA +LH2, N,3,2008,7,24,WET2,22,61.46,1.024333333,rate3,332.75,0.001109167,0.14,1.57,NA,NA +LH2, N,3,2008,7,24,WET2,22.5,61.46,1.024333333,rate3,339.07,0.001130233,0.15,1.72,NA,NA +LH2, N,3,2008,7,24,WET2,23,61.46,1.024333333,rate3,442.93,0.001476433,0.16,2.43,NA,NA +LH2, N,3,2008,7,24,WET2,25,61.46,1.024333333,rate3,442.93,0.001476433,0.12,1.82,0.266,0.073 +LH2, N,3,2008,7,24,WET2,25.5,61.46,1.024333333,rate3,442.93,0.001476433,0.16,2.46,NA,NA +LH2, N,3,2008,7,24,WET2,26,61.46,1.024333333,rate3,442.93,0.001476433,0.12,1.85,NA,NA +LH2, N,3,2008,7,24,WET2,26.5,61.46,1.024333333,rate3,442.93,0.001476433,0.12,1.94,NA,NA +LH2, N,3,2008,7,24,WET2,28,61.46,1.024333333,rate3,442.93,0.001476433,0.16,2.39,NA,NA +LH2, N,3,2008,7,24,WET2,29,61.46,1.024333333,rate3,108.11,0.000360367,0.19,0.69,NA,NA +LH2, N,3,2008,7,24,WET2,30,61.46,1.024333333,rate3,65.75,0.000219167,0.23,0.51,NA,NA +LH2, N,3,2008,7,24,WET2,31,131.06,2.184333333,rate3,65.75,0.000219167,0.26,0.57,NA,NA +LH2, N,3,2008,7,24,WET2,32,131.06,2.184333333,rate3,101.26,0.000337533,0.29,0.99,NA,NA +LH2, N,3,2008,7,24,WET2,33,131.06,2.184333333,rate3,129.58,0.000431933,0.3,1.31,NA,NA +LH2, N,3,2008,7,24,WET2,35,131.06,2.184333333,rate1,129.58,0.000431933,0.33,1.44,NA,NA +LH2, N,3,2008,7,24,WET2,36,131.06,2.184333333,rate1,231.54,0.0007718,0.46,3.67,NA,NA +LH2, N,3,2008,7,24,WET2,37,131.06,2.184333333,rate1,280.29,0.0009343,0.3,2.92,NA,NA +LH2, N,3,2008,7,24,WET2,38.5,131.06,2.184333333,rate1,280.29,0.0009343,0.27,2.56,0.208,0.058 +LH2, N,3,2008,7,24,WET2,39,131.06,2.184333333,rate1,280.29,0.0009343,0.23,2.26,NA,NA +LH2, N,3,2008,7,24,WET2,39.5,131.06,2.184333333,rate1,280.29,0.0009343,0.19,1.83,NA,NA +LH2, N,3,2008,7,24,WET2,42,131.06,2.184333333,rate1,280.29,0.0009343,0.19,1.8,NA,NA +LH2, N,3,2008,7,24,WET2,43,131.06,2.184333333,rate2,280.29,0.0009343,0.18,1.72,NA,NA +LH2, N,3,2008,7,24,WET2,44,131.06,2.184333333,rate2,366.31,0.001221033,0.21,2.68,NA,NA +LH2, N,3,2008,7,24,WET2,45,131.06,2.184333333,rate2,366.31,0.001221033,0.3,3.75,NA,NA +LH2, N,3,2008,7,24,WET2,46.5,131.06,2.184333333,rate2,366.31,0.001221033,0.19,2.39,0.225,0.077 +LH2, N,3,2008,7,24,WET2,47,131.06,2.184333333,rate2,366.31,0.001221033,0.16,1.99,NA,NA +LH2, N,3,2008,7,24,WET2,47.5,131.06,2.184333333,rate2,366.31,0.001221033,0.16,2.1,NA,NA +LH2, N,3,2008,7,24,WET2,48,131.06,2.184333333,rate2,366.31,0.001221033,0.17,2.1,NA,NA +LH2, N,3,2008,7,24,WET2,49,131.06,2.184333333,rate2,366.31,0.001221033,0.17,2.1,NA,NA +LH2, N,3,2008,7,24,WET2,49.5,131.06,2.184333333,rate3,366.31,0.001221033,0.17,2.1,NA,NA +LH2, N,3,2008,7,24,WET2,50,131.06,2.184333333,rate3,434.68,0.001448933,0.17,2.5,NA,NA +LH2, N,3,2008,7,24,WET2,51,131.06,2.184333333,rate3,475.77,0.0015859,0.16,2.72,NA,NA +LH2, N,3,2008,7,24,WET2,52,131.06,2.184333333,rate3,475.77,0.0015859,0.17,2.81,NA,NA +LH2, N,3,2008,7,24,WET2,53,131.06,2.184333333,rate3,475.77,0.0015859,0.17,2.88,0.236,0.087 +LH2, N,3,2008,7,24,WET2,53.5,131.06,2.184333333,rate3,475.77,0.0015859,0.17,2.83,NA,NA +LH2, N,3,2008,7,24,WET2,54,131.06,2.184333333,rate3,475.77,0.0015859,0.16,2.66,NA,NA +LH2, N,3,2008,7,24,WET2,54.5,131.06,2.184333333,rate3,475.77,0.0015859,0.13,2.18,NA,NA +LH2, N,3,2008,7,24,WET2,55,131.06,2.184333333,rate3,475.77,0.0015859,0.14,2.25,NA,NA +LH2, N,3,2008,7,24,WET2,57,0,0,rate3,0,0,NA,NA,NA,NA +LH2, N,3,2008,7,24,WET2,60,175,2.916666667,rate3,0,0,NA,NA,NA,NA +LH2, N,3,2008,7,24,WET2,60.5,175,2.916666667,rate3,0,0,NA,NA,NA,NA +LH2, N,3,2008,7,24,WET2,61,175,2.916666667,rate3,60.17,0.000200567,NA,NA,NA,NA +LH2, N,3,2008,7,24,WET2,62,175,2.916666667,rate3,183.14,0.000610467,NA,NA,NA,NA +LH2, N,3,2008,7,24,WET2,63.5,175,2.916666667,rate1,183.14,0.000610467,NA,NA,NA,NA +LH2, N,3,2008,7,24,WET2,64.5,175,2.916666667,rate1,299.75,0.000999167,NA,NA,NA,NA +LH2, N,3,2008,7,24,WET2,65,175,2.916666667,rate1,306.14,0.001020467,0.42,4.4,NA,NA +LH2, N,3,2008,7,24,WET2,66,175,2.916666667,rate1,306.14,0.001020467,0.29,3.05,NA,NA +LH2, N,3,2008,7,24,WET2,66.5,175,2.916666667,rate1,306.14,0.001020467,0.35,3.64,NA,NA +LH2, N,3,2008,7,24,WET2,67,175,2.916666667,rate1,306.14,0.001020467,0.28,2.94,NA,NA +LH2, N,3,2008,7,24,WET2,67.5,175,2.916666667,rate1,306.14,0.001020467,0.27,2.87,NA,NA +LH2, N,3,2008,7,24,WET2,68.5,175,2.916666667,rate1,306.14,0.001020467,NA,NA,NA,NA +LH2, N,3,2008,7,24,WET2,69,0,0,0,306.14,0.001020467,NA,NA,NA,NA +LH2, N,4,2008,7,24,DRY,0,61.46,1.024333333,0,0,0,NA,NA,NA,NA +LH2, N,4,2008,7,24,DRY,2.57,61.46,1.024333333,0,20.58,0.0000686,NA,NA,NA,NA +LH2, N,4,2008,7,24,DRY,10,61.46,1.024333333,0,27.24,0.0000908,0.84,0.78,NA,NA +LH2, N,4,2008,7,24,DRY,15,61.46,1.024333333,0,33.7,0.000112333,0.53,0.61,NA,NA +LH2, N,4,2008,7,24,DRY,20,61.46,1.024333333,0,33.7,0.000112333,0.37,0.42,NA,NA +LH2, N,4,2008,7,24,DRY,25,61.46,1.024333333,0,33.7,0.000112333,0.33,0.38,NA,NA +LH2, N,4,2008,7,24,DRY,30,0,0,0,33.7,0.000112333,0.24,0.28,NA,NA +LH2, N,4,2008,7,24,DRY,30.25,0,0,0,26.99,0.000089967,0.07,0.06,NA,NA +LH2, N,4,2008,7,24,DRY,30.75,0,0,0,16.68,0.0000556,NA,NA,NA,NA +LH2, N,4,2008,7,24,DRY,32.167,0,0,0,0,0,NA,NA,NA,NA +LH2, N,4,2008,7,24,WET,0,0,0,rate1,0,0,NA,NA,NA,NA +LH2, N,4,2008,7,24,WET,1.5,0,0,rate1,0,0,NA,NA,NA,NA +LH2, N,4,2008,7,24,WET,2,0,0,rate1,72.39,0.0002413,0.22,0.54,NA,NA +LH2, N,4,2008,7,24,WET,3,0,0,rate1,93,0.00031,0.13,0.44,NA,NA +LH2, N,4,2008,7,24,WET,4,0,0,rate1,96.71,0.000322367,NA,NA,NA,NA +LH2, N,4,2008,7,24,WET,4.75,0,0,rate1,96.71,0.000322367,0.06,0.22,NA,NA +LH2, N,4,2008,7,24,WET,6.5,0,0,rate1,96.71,0.000322367,0.13,0.45,NA,NA +LH2, N,4,2008,7,24,WET,8.5,0,0,rate1,96.71,0.000322367,NA,NA,NA,NA +LH2, N,4,2008,7,24,WET,9,0,0,rate2,96.71,0.000322367,NA,NA,NA,NA +LH2, N,4,2008,7,24,WET,10,0,0,rate2,191.27,0.000637567,0.32,2.12,NA,NA +LH2, N,4,2008,7,24,WET,11,0,0,rate2,220.24,0.000734133,0.43,3.22,NA,NA +LH2, N,4,2008,7,24,WET,12,0,0,rate2,220.24,0.000734133,NA,NA,NA,NA +LH2, N,4,2008,7,24,WET,12.5,0,0,rate2,220.24,0.000734133,0.02,0.21,NA,NA +LH2, N,4,2008,7,24,WET,13.5,0,0,rate2,220.24,0.000734133,0.1,0.77,NA,NA +LH2, N,4,2008,7,24,WET,14.5,0,0,rate2,220.24,0.000734133,0.07,0.57,NA,NA +LH2, N,4,2008,7,24,WET,16,0,0,rate2,220.24,0.000734133,NA,NA,NA,NA +LH2, N,4,2008,7,24,WET,16.5,0,0,rate3,220.24,0.000734133,NA,NA,NA,NA +LH2, N,4,2008,7,24,WET,17.5,0,0,rate3,295.42,0.000984733,NA,NA,NA,NA +LH2, N,4,2008,7,24,WET,18,0,0,rate3,316.4,0.001054667,NA,NA,NA,NA +LH2, N,4,2008,7,24,WET,19,0,0,rate3,316.4,0.001054667,NA,NA,NA,NA +LH2, N,4,2008,7,24,WET,20,0,0,0,316.4,0.001054667,NA,NA,NA,NA +LH2, N,5,2008,8,12,DRY,0,61.46,1.024333333,0,0,0,NA,NA,NA,NA +LH2, N,5,2008,8,12,DRY,4.67,61.46,1.024333333,0,0,0,NA,NA,NA,NA +LH2, N,5,2008,8,12,DRY,6,61.46,1.024333333,0,7.97,0.000026567,NA,NA,NA,NA +LH2, N,5,2008,8,12,DRY,7,61.46,1.024333333,0,7.97,0.000026567,NA,NA,NA,NA +LH2, N,5,2008,8,12,DRY,8,61.46,1.024333333,0,9.7,0.000032333,NA,NA,NA,NA +LH2, N,5,2008,8,12,DRY,9,61.46,1.024333333,0,9.7,0.000032333,NA,NA,NA,NA +LH2, N,5,2008,8,12,DRY,10,61.46,1.024333333,0,9.7,0.000032333,1.56,0.51,NA,NA +LH2, N,5,2008,8,12,DRY,12,61.46,1.024333333,0,9.7,0.000032333,NA,NA,NA,NA +LH2, N,5,2008,8,12,DRY,15,61.46,1.024333333,0,11.34,0.0000378,0.7,0.27,NA,NA +LH2, N,5,2008,8,12,DRY,20,61.46,1.024333333,0,11.34,0.0000378,0.67,0.25,NA,NA +LH2, N,5,2008,8,12,DRY,25,61.46,1.024333333,0,11.34,0.0000378,0.57,0.22,NA,NA +LH2, N,5,2008,8,12,DRY,30,0,0,0,11.34,0.0000378,0.44,0.17,NA,NA +LH2, N,5,2008,8,12,DRY,31.5,0,0,0,0,0,NA,NA,NA,NA +LH2, N,5,2008,8,12,WET,0,61.46,1.024333333,0,0,0,NA,NA,NA,NA +LH2, N,5,2008,8,12,WET,1.866666667,61.46,1.024333333,0,0,0,NA,NA,NA,NA +LH2, N,5,2008,8,12,WET,3,61.46,1.024333333,0,6.52,0.000021733,NA,NA,NA,NA +LH2, N,5,2008,8,12,WET,4,61.46,1.024333333,0,10.51,0.000035033,0.75,0.26,NA,NA +LH2, N,5,2008,8,12,WET,5,61.46,1.024333333,0,16.36,0.000054533,0.63,0.34,NA,NA +LH2, N,5,2008,8,12,WET,7,61.46,1.024333333,0,25.99,0.000086633,0.53,0.46,NA,NA +LH2, N,5,2008,8,12,WET,8,61.46,1.024333333,0,27.88,0.000092933,NA,NA,NA,NA +LH2, N,5,2008,8,12,WET,10.75,61.46,1.024333333,0,27.88,0.000092933,0.61,0.57,0.113,0.028 +LH2, N,5,2008,8,12,WET,12,61.46,1.024333333,0,27.88,0.000092933,0.62,0.58,NA,NA +LH2, N,5,2008,8,12,WET,13,61.46,1.024333333,0,27.88,0.000092933,0.59,0.55,NA,NA +LH2, N,5,2008,8,12,WET,16,61.46,1.024333333,0,27.88,0.000092933,NA,NA,NA,NA +LH2, N,5,2008,8,12,WET,16.67,61.46,1.024333333,rate1,27.88,0.000092933,NA,NA,NA,NA +LH2, N,5,2008,8,12,WET,17.41666667,61.46,1.024333333,rate1,27.88,0.000092933,NA,NA,NA,NA +LH2, N,5,2008,8,12,WET,18,61.46,1.024333333,rate1,182.65,0.000608833,1.33,8.25,NA,NA +LH2, N,5,2008,8,12,WET,18.5,61.46,1.024333333,rate1,192.51,0.0006417,1.42,9.27,NA,NA +LH2, N,5,2008,8,12,WET,19,61.46,1.024333333,rate1,207.87,0.0006929,1.48,10.43,NA,NA +LH2, N,5,2008,8,12,WET,21,61.46,1.024333333,rate1,207.87,0.0006929,1.8,12.7,0.206,0.04 +LH2, N,5,2008,8,12,WET,22,61.46,1.024333333,rate1,207.87,0.0006929,1.48,10.43,NA,NA +LH2, N,5,2008,8,12,WET,24,61.46,1.024333333,rate1,207.87,0.0006929,1.09,7.7,NA,NA +LH2, N,5,2008,8,12,WET,26.5,61.46,1.024333333,0,207.87,0.0006929,NA,NA,NA,NA +LH2, N,5,2008,8,12,WET,27,61.46,1.024333333,0,86.88,0.0002896,NA,NA,NA,NA +LH2, N,5,2008,8,12,WET,28,61.46,1.024333333,0,35.22,0.0001174,NA,NA,NA,NA +LH2, N,5,2008,8,12,WET,29,61.46,1.024333333,0,35.22,0.0001174,NA,NA,NA,NA +LH2, N,5,2008,8,12,WET,29.5,107.18,1.786333333,0,31.01,0.000103367,0.62,0.65,NA,NA +LH2, N,5,2008,8,12,WET,30,107.18,1.786333333,0,31.01,0.000103367,0.8,0.84,NA,NA +LH2, N,5,2008,8,12,WET,31,107.18,1.786333333,0,49.52,0.000165067,1.09,1.83,NA,NA +LH2, N,5,2008,8,12,WET,32,107.18,1.786333333,0,58.84,0.000196133,1.09,2.17,NA,NA +LH2, N,5,2008,8,12,WET,34.75,107.18,1.786333333,0,58.84,0.000196133,0.84,1.69,0.149,0.038 +LH2, N,5,2008,8,12,WET,36,107.18,1.786333333,0,58.84,0.000196133,0.92,1.83,NA,NA +LH2, N,5,2008,8,12,WET,37,107.18,1.786333333,0,58.84,0.000196133,0.9,1.79,NA,NA +LH2, N,5,2008,8,12,WET,40,107.18,1.786333333,0,58.84,0.000196133,NA,NA,NA,NA +LH2, N,5,2008,8,12,WET,40.75,107.18,1.786333333,rate1,58.84,0.000196133,NA,NA,NA,NA +LH2, N,5,2008,8,12,WET,41.5,107.18,1.786333333,rate1,58.84,0.000196133,NA,NA,NA,NA +LH2, N,5,2008,8,12,WET,42,107.18,1.786333333,rate1,210.17,0.000700567,1.01,7.22,NA,NA +LH2, N,5,2008,8,12,WET,42.5,107.18,1.786333333,rate1,215.58,0.0007186,0.87,6.38,NA,NA +LH2, N,5,2008,8,12,WET,43,107.18,1.786333333,rate1,215.58,0.0007186,0.71,5.18,NA,NA +LH2, N,5,2008,8,12,WET,45,107.18,1.786333333,rate1,215.58,0.0007186,0.53,3.92,0.238,0.063 +LH2, N,5,2008,8,12,WET,46,107.18,1.786333333,rate1,215.58,0.0007186,0.67,4.92,NA,NA +LH2, N,5,2008,8,12,WET,47,107.18,1.786333333,rate1,215.58,0.0007186,0.49,3.59,NA,NA +LH2, N,5,2008,8,12,WET,49,107.18,1.786333333,0,215.58,0.0007186,NA,NA,NA,NA +LH2, N,5,2008,8,12,WET,50,107.18,1.786333333,0,78.33,0.0002611,NA,NA,NA,NA +LH2, N,5,2008,8,12,WET,51,107.18,1.786333333,0,54.75,0.0001825,0.4,0.75,NA,NA +LH2, N,5,2008,8,12,WET,51.5,131.06,2.184333333,0,54.75,0.0001825,0.44,0.83,NA,NA +LH2, N,5,2008,8,12,WET,52,131.06,2.184333333,0,60.5,0.000201667,0.53,1.08,NA,NA +LH2, N,5,2008,8,12,WET,53,131.06,2.184333333,0,72.75,0.0002425,0.58,1.44,NA,NA +LH2, N,5,2008,8,12,WET,54,131.06,2.184333333,0,72.93,0.0002431,0.62,1.54,NA,NA +LH2, N,5,2008,8,12,WET,56.75,131.06,2.184333333,0,72.93,0.0002431,NA,NA,0.205,0.049 +LH2, N,5,2008,8,12,WET,58,131.06,2.184333333,0,72.93,0.0002431,0.61,1.52,NA,NA +LH2, N,5,2008,8,12,WET,59,131.06,2.184333333,0,72.93,0.0002431,0.56,1.38,NA,NA +LH2, N,5,2008,8,12,WET,60.5,131.06,2.184333333,0,72.93,0.0002431,NA,NA,NA,NA +LH2, N,5,2008,8,12,WET,61.41666667,131.06,2.184333333,rate2,72.93,0.0002431,NA,NA,NA,NA +LH2, N,5,2008,8,12,WET,61.95,131.06,2.184333333,rate2,72.93,0.0002431,NA,NA,NA,NA +LH2, N,5,2008,8,12,WET,62.25,131.06,2.184333333,rate2,347.56,0.001158533,0.98,11.61,NA,NA +LH2, N,5,2008,8,12,WET,62.5,131.06,2.184333333,rate2,376.59,0.0012553,0.94,12.01,NA,NA +LH2, N,5,2008,8,12,WET,63,131.06,2.184333333,rate2,387.28,0.001290933,0.9,11.82,NA,NA +LH2, N,5,2008,8,12,WET,64,131.06,2.184333333,rate2,387.28,0.001290933,0.51,6.78,NA,NA +LH2, N,5,2008,8,12,WET,66,131.06,2.184333333,rate2,387.28,0.001290933,0.59,7.73,0.26,0.063 +LH2, N,5,2008,8,12,WET,67,131.06,2.184333333,rate2,387.28,0.001290933,0.51,6.71,NA,NA +LH2, N,5,2008,8,12,WET,68,131.06,2.184333333,rate2,387.28,0.001290933,0.4,5.29,NA,NA +LH2, N,5,2008,8,12,WET,70.5,131.06,2.184333333,0,387.28,0.001290933,NA,NA,NA,NA +LH2, N,5,2008,8,12,WET,71,131.06,2.184333333,0,162.31,0.000541033,0.45,2.5,NA,NA +LH2, N,5,2008,8,12,WET,72,131.06,2.184333333,0,85.94,0.000286467,0.54,1.58,NA,NA +LH2, N,5,2008,8,12,WET,73,131.06,2.184333333,0,74.71,0.000249033,0.47,1.2,NA,NA +LH2, N,5,2008,8,12,WET,73.5,148.59,2.4765,0,74.71,0.000249033,0.43,1.1,NA,NA +LH2, N,5,2008,8,12,WET,74,148.59,2.4765,0,87.26,0.000290867,0.51,1.51,NA,NA +LH2, N,5,2008,8,12,WET,75,148.59,2.4765,0,110.57,0.000368567,0.56,2.12,NA,NA +LH2, N,5,2008,8,12,WET,76,148.59,2.4765,0,110.57,0.000368567,0.51,1.92,NA,NA +LH2, N,5,2008,8,12,WET,78,148.59,2.4765,0,110.57,0.000368567,0.58,2.19,0.164,0.052 +LH2, N,5,2008,8,12,WET,79,148.59,2.4765,0,110.57,0.000368567,0.6,2.25,NA,NA +LH2, N,5,2008,8,12,WET,80,148.59,2.4765,0,110.57,0.000368567,0.5,1.9,NA,NA +LH2, N,5,2008,8,12,WET,82.5,148.59,2.4765,0,110.57,0.000368567,NA,NA,NA,NA +LH2, N,5,2008,8,12,WET,85.17,148.59,2.4765,rate2,110.57,0.000368567,NA,NA,NA,NA +LH2, N,5,2008,8,12,WET,85.71666667,148.59,2.4765,rate2,389.5,0.001298333,NA,NA,NA,NA +LH2, N,5,2008,8,12,WET,86,148.59,2.4765,rate2,409.3,0.001364333,1.02,14.19,NA,NA +LH2, N,5,2008,8,12,WET,86.5,148.59,2.4765,rate2,415.43,0.001384767,0.63,8.98,NA,NA +LH2, N,5,2008,8,12,WET,87,148.59,2.4765,rate2,415.43,0.001384767,0.52,7.42,NA,NA +LH2, N,5,2008,8,12,WET,89,148.59,2.4765,rate2,415.43,0.001384767,0.47,6.68,0.301,0.067 +LH2, N,5,2008,8,12,WET,90,148.59,2.4765,rate2,415.43,0.001384767,0.31,4.45,NA,NA +LH2, N,5,2008,8,12,WET,91,148.59,2.4765,rate2,415.43,0.001384767,0.35,5,NA,NA +LH2, N,5,2008,8,12,WET,92,148.59,2.4765,0,415.43,0.001384767,NA,NA,NA,NA +LH2, N,5,2008,8,12,WET,92.5,148.59,2.4765,0,415.43,0.001384767,NA,NA,NA,NA +LH2, N,5,2008,8,12,WET,93,148.59,2.4765,0,116.37,0.0003879,0.35,1.39,NA,NA +LH2, N,5,2008,8,12,WET,94,148.59,2.4765,0,98.48,0.000328267,0.46,1.55,NA,NA +LH2, N,5,2008,8,12,WET,95,148.59,2.4765,0,98.48,0.000328267,0.46,1.56,NA,NA +LH2, N,5,2008,8,12,WET,95.5,175,2.916666667,0,119.94,0.0003998,0.48,1.98,NA,NA +LH2, N,5,2008,8,12,WET,97,175,2.916666667,0,126.34,0.000421133,0.53,2.27,NA,NA +LH2, N,5,2008,8,12,WET,98,175,2.916666667,0,126.34,0.000421133,0.41,1.75,NA,NA +LH2, N,5,2008,8,12,WET,100,175,2.916666667,0,126.34,0.000421133,NA,NA,NA,NA +LH2, N,5,2008,8,12,WET,101,175,2.916666667,0,126.34,0.000421133,0.59,2.53,NA,NA +LH2, N,5,2008,8,12,WET,102,175,2.916666667,0,126.34,0.000421133,0.51,2.2,0.192,0.064 +LH2, N,5,2008,8,12,WET,103,175,2.916666667,0,126.34,0.000421133,0.51,2.2,NA,NA +LH2, N,5,2008,8,12,WET,104,0,0,0,126.34,0.000421133,NA,NA,NA,NA +LH2, N,5,2008,8,12,WET2,0,0,0,rate1,0,0,NA,NA,NA,NA +LH2, N,5,2008,8,12,WET2,1.23,0,0,rate1,0,0,NA,NA,NA,NA +LH2, N,5,2008,8,12,WET2,2,0,0,rate1,89.16,0.0002972,0.05,0.17,NA,NA +LH2, N,5,2008,8,12,WET2,3,0,0,rate1,95.14,0.000317133,0.02,0.09,NA,NA +LH2, N,5,2008,8,12,WET2,4,0,0,rate1,101.65,0.000338833,0.02,0.08,NA,NA +LH2, N,5,2008,8,12,WET2,6,0,0,rate1,101.65,0.000338833,0.01,0.04,NA,NA +LH2, N,5,2008,8,12,WET2,7,0,0,rate1,101.65,0.000338833,0.02,0.07,NA,NA +LH2, N,5,2008,8,12,WET2,9.5,0,0,rate1,101.65,0.000338833,0.08,0.27,NA,NA +LH2, N,5,2008,8,12,WET2,10,0,0,rate2,101.65,0.000338833,0.12,0.41,NA,NA +LH2, N,5,2008,8,12,WET2,10.4,0,0,rate2,101.65,0.000338833,0.16,0.55,NA,NA +LH2, N,5,2008,8,12,WET2,11,0,0,rate2,249.78,0.0008326,0.18,1.52,NA,NA +LH2, N,5,2008,8,12,WET2,12,0,0,rate2,258.81,0.0008627,0.12,1.06,NA,NA +LH2, N,5,2008,8,12,WET2,13.5,0,0,rate2,258.81,0.0008627,0.08,0.71,NA,NA +LH2, N,5,2008,8,12,WET2,14,0,0,rate2,258.81,0.0008627,0.13,1.15,NA,NA +LH2, N,5,2008,8,12,WET2,15,0,0,rate2,258.81,0.0008627,NA,NA,NA,NA +LH2, N,6,2008,8,12,DRY,0,61.46,1.024333333,0,0,0,NA,NA,NA,NA +LH2, N,6,2008,8,12,DRY,12.17,61.46,1.024333333,0,0,0,NA,NA,NA,NA +LH2, N,6,2008,8,12,DRY,13,61.46,1.024333333,0,3.49,0.000011633,NA,NA,NA,NA +LH2, N,6,2008,8,12,DRY,15,61.46,1.024333333,0,6.76,0.000022533,1.04,0.23,NA,NA +LH2, N,6,2008,8,12,DRY,17,61.46,1.024333333,0,9.96,0.0000332,NA,NA,NA,NA +LH2, N,6,2008,8,12,DRY,20,61.46,1.024333333,0,13.57,0.000045233,0.37,0.17,NA,NA +LH2, N,6,2008,8,12,DRY,25,61.46,1.024333333,0,13.57,0.000045233,0.33,0.15,NA,NA +LH2, N,6,2008,8,12,DRY,30,0,0,0,13.57,0.000045233,0.23,0.1,NA,NA +LH2, N,6,2008,8,12,DRY,31.67,0,0,0,0,0,NA,NA,NA,NA +LH2, N,6,2008,8,12,WET,0,0,0,rate1,0,0,NA,NA,NA,NA +LH2, N,6,2008,8,12,WET,1.6,0,0,rate1,0,0,NA,NA,NA,NA +LH2, N,6,2008,8,12,WET,2,0,0,rate1,40.18,0.000133933,0.19,0.26,NA,NA +LH2, N,6,2008,8,12,WET,3,0,0,rate1,55.4,0.000184667,0.05,0.1,NA,NA +LH2, N,6,2008,8,12,WET,4,0,0,rate1,60.5,0.000201667,0.06,0.13,NA,NA +LH2, N,6,2008,8,12,WET,5,0,0,rate1,65.24,0.000217467,NA,NA,NA,NA +LH2, N,6,2008,8,12,WET,6,0,0,rate1,68.87,0.000229567,NA,NA,NA,NA +LH2, N,6,2008,8,12,WET,7,0,0,rate1,70.1,0.000233667,NA,NA,NA,NA +LH2, N,6,2008,8,12,WET,7.25,0,0,rate1,70.1,0.000233667,0.01,0.03,0.117,0.029 +LH2, N,6,2008,8,12,WET,9.5,0,0,rate1,70.1,0.000233667,0.06,0.15,NA,NA +LH2, N,6,2008,8,12,WET,10,0,0,rate1,70.1,0.000233667,0.01,0.04,NA,NA +LH2, N,6,2008,8,12,WET,11.5,0,0,rate1,70.1,0.000233667,NA,NA,NA,NA +LH2, N,6,2008,8,12,WET,11.83333333,0,0,rate2,70.1,0.000233667,NA,NA,NA,NA +LH2, N,6,2008,8,12,WET,12.35,0,0,rate2,70.1,0.000233667,NA,NA,NA,NA +LH2, N,6,2008,8,12,WET,12.75,0,0,rate2,202.54,0.000675133,0.34,2.34,NA,NA +LH2, N,6,2008,8,12,WET,13.25,0,0,rate2,231.8,0.000772667,0.1,0.84,NA,NA +LH2, N,6,2008,8,12,WET,14,0,0,rate2,255.79,0.000852633,0.08,0.77,NA,NA +LH2, N,6,2008,8,12,WET,16.25,0,0,rate2,255.79,0.000852633,0.03,0.27,0.203,0.051 +LH2, N,6,2008,8,12,WET,17,0,0,rate2,255.79,0.000852633,0.08,0.7,NA,NA +LH2, N,6,2008,8,12,WET,18,0,0,rate2,255.79,0.000852633,NA,NA,NA,NA +LH2, N,6,2008,8,12,WET,20,0,0,rate2,255.79,0.000852633,NA,NA,NA,NA +LH2, N,6,2008,8,12,WET,20.28333333,0,0,rate3,255.79,0.000852633,NA,NA,NA,NA +LH2, N,6,2008,8,12,WET,20.75,0,0,rate3,255.79,0.000852633,NA,NA,NA,NA +LH2, N,6,2008,8,12,WET,21,0,0,rate3,341.79,0.0011393,0.29,3.41,NA,NA +LH2, N,6,2008,8,12,WET,22,0,0,rate3,353.98,0.001179933,0.14,1.75,NA,NA +LH2, N,6,2008,8,12,WET,23,0,0,rate3,358.58,0.001195267,0.36,4.46,NA,NA +LH2, N,6,2008,8,12,WET,24.5,0,0,rate3,358.58,0.001195267,0.1,1.27,0.219,0.074 +LH2, N,6,2008,8,12,WET,25,0,0,rate3,358.58,0.001195267,0.17,2.16,NA,NA +LH2, N,6,2008,8,12,WET,26,0,0,rate3,358.58,0.001195267,0.11,1.35,NA,NA +LH2, N,6,2008,8,12,WET,27.5,0,0,rate3,358.58,0.001195267,NA,NA,NA,NA +LH2, N,6,2008,8,12,WET,27.91666667,0,0,rate4,358.58,0.001195267,NA,NA,NA,NA +LH2, N,6,2008,8,12,WET,28.25,0,0,rate4,358.58,0.001195267,NA,NA,NA,NA +LH2, N,6,2008,8,12,WET,28.5,0,0,rate4,480.19,0.001600633,0.35,5.84,NA,NA +LH2, N,6,2008,8,12,WET,29,0,0,rate4,490.43,0.001634767,0.33,5.47,NA,NA +LH2, N,6,2008,8,12,WET,29.5,0,0,rate4,490.43,0.001634767,0.23,3.89,NA,NA +LH2, N,6,2008,8,12,WET,30.75,0,0,rate4,490.43,0.001634767,NA,NA,0.232,0.087 +LH2, N,6,2008,8,12,WET,31.25,0,0,rate4,490.43,0.001634767,0.19,3.17,NA,NA +LH2, N,6,2008,8,12,WET,32,0,0,rate4,490.43,0.001634767,0.13,2.21,NA,NA +LH2, N,6,2008,8,12,WET,33.25,0,0,rate4,490.43,0.001634767,NA,NA,NA,NA +LH2, N,6,2008,8,12,WET,34.13333333,0,0,rate5,490.43,0.001634767,NA,NA,NA,NA +LH2, N,6,2008,8,12,WET,34.4,0,0,rate5,490.43,0.001634767,NA,NA,NA,NA +LH2, N,6,2008,8,12,WET,34.75,0,0,rate5,599.82,0.0019994,0.23,4.78,NA,NA +LH2, N,6,2008,8,12,WET,35.25,0,0,rate5,613.46,0.002044867,0.17,3.72,NA,NA +LH2, N,6,2008,8,12,WET,36,0,0,rate5,613.46,0.002044867,0.15,3.3,NA,NA +LH2, N,6,2008,8,12,WET,38,0,0,rate5,613.46,0.002044867,0.1,2.11,0.254,0.096 +LH2, N,6,2008,8,12,WET,38.5,0,0,rate5,613.46,0.002044867,0.14,2.98,NA,NA +LH2, N,6,2008,8,12,WET,39,0,0,rate5,613.46,0.002044867,0.17,3.55,NA,NA +LH2, N,6,2008,8,12,WET,40.5,0,0,0,613.46,0.002044867,NA,NA,NA,NA +LH2, N,6,2008,8,12,WET,41,0,0,0,0,0,NA,NA,NA,NA +LH2, N,6,2008,8,12,WET2,0,0,0,rate1,0,0,NA,NA,NA,NA +LH2, N,6,2008,8,12,WET2,1.233333333,0,0,rate1,0,0,NA,NA,NA,NA +LH2, N,6,2008,8,12,WET2,2,0,0,rate1,86.69,0.000288967,0.05,0.14,NA,NA +LH2, N,6,2008,8,12,WET2,3,0,0,rate1,103.46,0.000344867,0.01,0.06,NA,NA +LH2, N,6,2008,8,12,WET2,4,0,0,rate1,116.37,0.0003879,0.01,0.06,NA,NA +LH2, N,6,2008,8,12,WET2,5,0,0,rate1,123.77,0.000412567,0.05,0.2,NA,NA +LH2, N,6,2008,8,12,WET2,7.25,0,0,rate1,123.77,0.000412567,0.07,0.29,0.114,0.028 +LH2, N,6,2008,8,12,WET2,8,0,0,rate1,123.77,0.000412567,0.07,0.29,NA,NA +LH2, N,6,2008,8,12,WET2,8.5,0,0,rate1,123.77,0.000412567,0.03,0.15,NA,NA +LH2, N,6,2008,8,12,WET2,11.5,0,0,rate2,123.77,0.000412567,0.04,0.16,NA,NA +LH2, N,6,2008,8,12,WET2,11.83333333,0,0,rate2,123.77,0.000412567,0.04,0.16,NA,NA +LH2, N,6,2008,8,12,WET2,12.3,0,0,rate2,123.77,0.000412567,0.04,0.16,NA,NA +LH2, N,6,2008,8,12,WET2,12.5,0,0,rate2,243.56,0.000811867,0.07,0.65,NA,NA +LH2, N,6,2008,8,12,WET2,13,0,0,rate2,270.17,0.000900567,0.07,0.7,NA,NA +LH2, N,6,2008,8,12,WET2,14,0,0,rate2,270.17,0.000900567,0.03,0.34,NA,NA +LH2, N,6,2008,8,12,WET2,15.25,0,0,rate2,270.17,0.000900567,0.01,0.12,0.203,0.051 +LH2, N,6,2008,8,12,WET2,15.45,0,0,rate2,270.17,0.000900567,0.11,1.08,NA,NA +LH2, N,6,2008,8,12,WET2,16.5,0,0,rate2,270.17,0.000900567,0.03,0.33,NA,NA +LH2, N,6,2008,8,12,WET2,19,0,0,rate2,270.17,0.000900567,0.04,0.36,NA,NA +LH2, N,6,2008,8,12,WET2,19.33,0,0,rate3,270.17,0.000900567,0.04,0.36,NA,NA +LH2, N,6,2008,8,12,WET2,19.75,0,0,rate3,270.17,0.000900567,0.04,0.36,NA,NA +LH2, N,6,2008,8,12,WET2,20,0,0,rate3,370.97,0.001236567,0.14,1.81,NA,NA +LH2, N,6,2008,8,12,WET2,20.5,0,0,rate3,370.97,0.001236567,0.08,1.08,NA,NA +LH2, N,6,2008,8,12,WET2,21.5,0,0,rate3,370.97,0.001236567,0.07,0.93,0.226,0.076 +LH2, N,6,2008,8,12,WET2,22,0,0,rate3,370.97,0.001236567,0.11,1.46,NA,NA +LH2, N,6,2008,8,12,WET2,22.5,0,0,rate3,370.97,0.001236567,0.12,1.5,NA,NA +LH2, N,6,2008,8,12,WET2,24,0,0,rate3,370.97,0.001236567,0.12,1.5,NA,NA +LH2, N,6,2008,8,12,WET2,24.33,0,0,rate4,370.97,0.001236567,0.12,1.5,NA,NA +LH2, N,6,2008,8,12,WET2,24.75,0,0,rate4,370.97,0.001236567,0.12,1.5,NA,NA +LH2, N,6,2008,8,12,WET2,25,0,0,rate4,479.85,0.0015995,0.19,3.19,NA,NA +LH2, N,6,2008,8,12,WET2,25.5,0,0,rate4,527.22,0.0017574,0.27,4.92,NA,NA +LH2, N,6,2008,8,12,WET2,26.5,0,0,rate4,527.22,0.0017574,0.09,1.68,NA,NA +LH2, N,6,2008,8,12,WET2,27.5,0,0,rate4,527.22,0.0017574,0.11,1.96,0.232,0.087 +LH2, N,6,2008,8,12,WET2,28,0,0,rate4,527.22,0.0017574,0.2,3.68,NA,NA +LH2, N,6,2008,8,12,WET2,29,0,0,rate4,527.22,0.0017574,0.1,1.92,NA,NA +LH2, N,6,2008,8,12,WET2,30.5,0,0,rate4,527.22,0.0017574,0.11,1.96,NA,NA +LH2, N,6,2008,8,12,WET2,30.75,0,0,rate5,527.22,0.0017574,0.11,1.96,NA,NA +LH2, N,6,2008,8,12,WET2,31.08,0,0,rate5,527.22,0.0017574,0.11,1.96,NA,NA +LH2, N,6,2008,8,12,WET2,31.25,0,0,rate5,573.93,0.0019131,0.11,2.13,NA,NA +LH2, N,6,2008,8,12,WET2,31.75,0,0,rate5,610.13,0.002033767,0.25,5.19,NA,NA +LH2, N,6,2008,8,12,WET2,32.5,0,0,rate5,610.13,0.002033767,0.25,5.25,NA,NA +LH2, N,6,2008,8,12,WET2,33,0,0,rate5,610.13,0.002033767,0.27,5.57,0.255,0.099 +LH2, N,6,2008,8,12,WET2,33.33,0,0,rate5,610.13,0.002033767,0.3,6.19,NA,NA +LH2, N,6,2008,8,12,WET2,33.75,0,0,rate5,610.13,0.002033767,0.19,4.08,NA,NA +LH2, N,6,2008,8,12,WET2,34.5,0,0,rate5,610.13,0.002033767,0.18,3.73,NA,NA +LH2, N,6,2008,8,12,WET2,35.5,0,0,rate5,610.13,0.002033767,0.09,1.85,NA,NA +LH2, N,6,2008,8,12,WET2,36,0,0,0,0,0,NA,NA,NA,NA +LH2, N,7,2008,8,13,DRY,0,61.46,1.024333333,0,0,0,NA,NA,NA,NA +LH2, N,7,2008,8,13,DRY,7.17,61.46,1.024333333,0,0,0,NA,NA,NA,NA +LH2, N,7,2008,8,13,DRY,8,61.46,1.024333333,0,5.91,0.0000197,NA,NA,NA,NA +LH2, N,7,2008,8,13,DRY,10,61.46,1.024333333,0,9.43,0.000031433,NA,NA,NA,NA +LH2, N,7,2008,8,13,DRY,12,61.46,1.024333333,0,10.97,0.000036567,1,0.37,NA,NA +LH2, N,7,2008,8,13,DRY,15,61.46,1.024333333,0,13.67,0.000045567,1.21,0.56,NA,NA +LH2, N,7,2008,8,13,DRY,17.5,61.46,1.024333333,0,14.89,0.000049633,NA,NA,NA,NA +LH2, N,7,2008,8,13,DRY,20,61.46,1.024333333,0,14.89,0.000049633,0.59,0.29,NA,NA +LH2, N,7,2008,8,13,DRY,25,61.46,1.024333333,0,14.89,0.000049633,0.6,0.3,NA,NA +LH2, N,7,2008,8,13,DRY,30,0,0,0,14.89,0.000049633,0.33,0.16,NA,NA +LH2, N,7,2008,8,13,DRY,31.5,0,0,0,0,0,NA,NA,NA,NA +LH2, N,7,2008,8,13,WET,0,61.46,1.024333333,0,0,0,NA,NA,NA,NA +LH2, N,7,2008,8,13,WET,2.866666667,61.46,1.024333333,0,0,0,NA,NA,NA,NA +LH2, N,7,2008,8,13,WET,4,61.46,1.024333333,0,10.23,0.0000341,0.49,0.17,NA,NA +LH2, N,7,2008,8,13,WET,5,61.46,1.024333333,0,16.36,0.000054533,0.36,0.2,NA,NA +LH2, N,7,2008,8,13,WET,6,61.46,1.024333333,0,19.21,0.000064033,NA,NA,NA,NA +LH2, N,7,2008,8,13,WET,7,61.46,1.024333333,0,20.46,0.0000682,NA,NA,NA,NA +LH2, N,7,2008,8,13,WET,8,61.46,1.024333333,0,21.62,0.000072067,NA,NA,NA,NA +LH2, N,7,2008,8,13,WET,10.75,61.46,1.024333333,0,21.62,0.000072067,0.38,0.28,0.117,0.019 +LH2, N,7,2008,8,13,WET,12.5,61.46,1.024333333,0,21.62,0.000072067,0.37,0.27,NA,NA +LH2, N,7,2008,8,13,WET,17,61.46,1.024333333,0,21.62,0.000072067,0.43,0.31,NA,NA +LH2, N,7,2008,8,13,WET,17.5,61.46,1.024333333,0,21.62,0.000072067,NA,NA,NA,NA +LH2, N,7,2008,8,13,WET,18.28333333,61.46,1.024333333,rate1,21.62,0.000072067,NA,NA,NA,NA +LH2, N,7,2008,8,13,WET,19.08,61.46,1.024333333,rate1,21.62,0.000072067,NA,NA,NA,NA +LH2, N,7,2008,8,13,WET,19.5,61.46,1.024333333,rate1,122.27,0.000407567,3.27,13.56,NA,NA +LH2, N,7,2008,8,13,WET,20,61.46,1.024333333,rate1,186.82,0.000622733,2.43,15.39,NA,NA +LH2, N,7,2008,8,13,WET,20.5,61.46,1.024333333,rate1,186.82,0.000622733,3.11,19.71,NA,NA +LH2, N,7,2008,8,13,WET,21,61.46,1.024333333,rate1,186.82,0.000622733,1.1,6.98,NA,NA +LH2, N,7,2008,8,13,WET,22.75,61.46,1.024333333,rate1,186.82,0.000622733,0.38,2.43,0.456,0.03 +LH2, N,7,2008,8,13,WET,23.5,61.46,1.024333333,rate1,186.82,0.000622733,0.32,2.02,NA,NA +LH2, N,7,2008,8,13,WET,24.5,61.46,1.024333333,rate1,186.82,0.000622733,0.46,2.93,NA,NA +LH2, N,7,2008,8,13,WET,28,61.46,1.024333333,0,186.82,0.000622733,NA,NA,NA,NA +LH2, N,7,2008,8,13,WET,29,61.46,1.024333333,0,88.4,0.000294667,0.17,0.53,NA,NA +LH2, N,7,2008,8,13,WET,30,61.46,1.024333333,0,33.7,0.000112333,0.26,0.3,NA,NA +LH2, N,7,2008,8,13,WET,31,61.46,1.024333333,0,24.62,0.000082067,NA,NA,NA,NA +LH2, N,7,2008,8,13,WET,31.5,107.18,1.786333333,0,24.62,0.000082067,0.3,0.25,NA,NA +LH2, N,7,2008,8,13,WET,32,107.18,1.786333333,0,28.65,0.0000955,0.4,0.39,NA,NA +LH2, N,7,2008,8,13,WET,33,107.18,1.786333333,0,41.94,0.0001398,0.36,0.52,NA,NA +LH2, N,7,2008,8,13,WET,34,107.18,1.786333333,0,49.05,0.0001635,NA,NA,NA,NA +LH2, N,7,2008,8,13,WET,36.25,107.18,1.786333333,0,49.05,0.0001635,0.27,0.45,0.161,0.036 +LH2, N,7,2008,8,13,WET,37,107.18,1.786333333,0,49.05,0.0001635,0.32,0.53,NA,NA +LH2, N,7,2008,8,13,WET,38,107.18,1.786333333,0,49.05,0.0001635,0.24,0.41,NA,NA +LH2, N,7,2008,8,13,WET,40.5,107.18,1.786333333,0,49.05,0.0001635,NA,NA,NA,NA +LH2, N,7,2008,8,13,WET,41.02,107.18,1.786333333,rate1,49.05,0.0001635,NA,NA,NA,NA +LH2, N,7,2008,8,13,WET,41.91666667,107.18,1.786333333,rate1,49.05,0.0001635,NA,NA,NA,NA +LH2, N,7,2008,8,13,WET,42.25,107.18,1.786333333,rate1,164.43,0.0005481,0.51,2.85,NA,NA +LH2, N,7,2008,8,13,WET,42.75,107.18,1.786333333,rate1,199.01,0.000663367,0.27,1.86,NA,NA +LH2, N,7,2008,8,13,WET,43.5,107.18,1.786333333,rate1,199.01,0.000663367,0.2,1.39,NA,NA +LH2, N,7,2008,8,13,WET,45,107.18,1.786333333,rate1,199.01,0.000663367,0.16,1.12,0.26,0.034 +LH2, N,7,2008,8,13,WET,45.5,107.18,1.786333333,rate1,199.01,0.000663367,0.22,1.48,NA,NA +LH2, N,7,2008,8,13,WET,48,107.18,1.786333333,rate1,199.01,0.000663367,0.19,1.29,NA,NA +LH2, N,7,2008,8,13,WET,49.5,0,0,0,199.01,0.000663367,0.17,1.17,NA,NA +LH2, N,7,2008,8,13,WET,50,0,0,0,135.26,0.000450867,0.05,0.27,NA,NA +LH2, N,7,2008,8,13,WET,50.5,0,0,0,50.46,0.0001682,NA,NA,NA,NA +LH2, N,7,2008,8,13,WET,51,0,0,0,22.69,0.000075633,NA,NA,NA,NA +LH2, N,7,2008,8,13,WET,51.5,0,0,0,9.17,0.000030567,NA,NA,NA,NA +LH2, N,7,2008,8,13,WET,52.21666667,0,0,0,0,0,NA,NA,NA,NA +LH2, N,7,2008,8,13,WET,53,131.06,2.184333333,0,0,0,NA,NA,NA,NA +LH2, N,7,2008,8,13,WET,54,131.06,2.184333333,0,0,0,NA,NA,NA,NA +LH2, N,7,2008,8,13,WET,55,131.06,2.184333333,0,43.57,0.000145233,0.34,0.51,NA,NA +LH2, N,7,2008,8,13,WET,56,131.06,2.184333333,0,59.83,0.000199433,0.28,0.58,NA,NA +LH2, N,7,2008,8,13,WET,57,131.06,2.184333333,0,68.35,0.000227833,0.23,0.54,NA,NA +LH2, N,7,2008,8,13,WET,58,131.06,2.184333333,0,71.15,0.000237167,NA,NA,NA,NA +LH2, N,7,2008,8,13,WET,60,131.06,2.184333333,0,71.15,0.000237167,0.26,0.63,0.16,0.035 +LH2, N,7,2008,8,13,WET,61,131.06,2.184333333,0,71.15,0.000237167,0.27,0.66,NA,NA +LH2, N,7,2008,8,13,WET,63,131.06,2.184333333,0,71.15,0.000237167,0.21,0.52,NA,NA +LH2, N,7,2008,8,13,WET,64.5,131.06,2.184333333,0,71.15,0.000237167,NA,NA,NA,NA +LH2, N,7,2008,8,13,WET,65,131.06,2.184333333,rate2,71.15,0.000237167,NA,NA,NA,NA +LH2, N,7,2008,8,13,WET,65.56666667,131.06,2.184333333,rate2,71.15,0.000237167,NA,NA,NA,NA +LH2, N,7,2008,8,13,WET,66,131.06,2.184333333,rate2,323.2,0.001077333,0.65,7.2,NA,NA +LH2, N,7,2008,8,13,WET,66.5,131.06,2.184333333,rate2,397.76,0.001325867,0.45,6.15,NA,NA +LH2, N,7,2008,8,13,WET,67,131.06,2.184333333,rate2,397.76,0.001325867,0.2,2.7,NA,NA +LH2, N,7,2008,8,13,WET,68.25,131.06,2.184333333,rate2,397.76,0.001325867,0.19,2.67,0.332,0.061 +LH2, N,7,2008,8,13,WET,69,131.06,2.184333333,rate2,397.76,0.001325867,0.38,5.24,NA,NA +LH2, N,7,2008,8,13,WET,70,131.06,2.184333333,rate2,397.76,0.001325867,0.14,1.88,NA,NA +LH2, N,7,2008,8,13,WET,71.5,131.06,2.184333333,0,397.76,0.001325867,NA,NA,NA,NA +LH2, N,7,2008,8,13,WET,72,131.06,2.184333333,0,278.03,0.000926767,0.17,1.66,NA,NA +LH2, N,7,2008,8,13,WET,73,131.06,2.184333333,0,100.46,0.000334867,0.22,0.76,NA,NA +LH2, N,7,2008,8,13,WET,74,131.06,2.184333333,0,66.96,0.0002232,0.23,0.53,NA,NA +LH2, N,7,2008,8,13,WET,74.5,148.59,2.4765,0,66.96,0.0002232,0.23,0.53,NA,NA +LH2, N,7,2008,8,13,WET,75.5,148.59,2.4765,0,91.85,0.000306167,0.24,0.74,NA,NA +LH2, N,7,2008,8,13,WET,77,148.59,2.4765,0,91.85,0.000306167,0.26,0.83,NA,NA +LH2, N,7,2008,8,13,WET,78,148.59,2.4765,0,91.85,0.000306167,0.2,0.64,0.215,0.041 +LH2, N,7,2008,8,13,WET,79.5,148.59,2.4765,0,91.85,0.000306167,0.25,0.78,NA,NA +LH2, N,7,2008,8,13,WET,82,148.59,2.4765,0,91.85,0.000306167,0.21,0.67,NA,NA +LH2, N,7,2008,8,13,WET,82.25,148.59,2.4765,0,91.85,0.000306167,NA,NA,NA,NA +LH2, N,7,2008,8,13,WET,82.86666667,148.59,2.4765,rate2,91.85,0.000306167,NA,NA,NA,NA +LH2, N,7,2008,8,13,WET,83.41666667,148.59,2.4765,rate2,91.85,0.000306167,NA,NA,NA,NA +LH2, N,7,2008,8,13,WET,83.75,148.59,2.4765,rate2,370.35,0.0012345,0.33,4.22,NA,NA +LH2, N,7,2008,8,13,WET,84,148.59,2.4765,rate2,423.55,0.001411833,0.36,5.29,NA,NA +LH2, N,7,2008,8,13,WET,85,148.59,2.4765,rate2,423.55,0.001411833,0.22,3.28,NA,NA +LH2, N,7,2008,8,13,WET,86.25,148.59,2.4765,rate2,423.55,0.001411833,0.16,2.4,0.302,0.066 +LH2, N,7,2008,8,13,WET,87,148.59,2.4765,rate2,423.55,0.001411833,0.16,2.42,NA,NA +LH2, N,7,2008,8,13,WET,88,148.59,2.4765,rate2,423.55,0.001411833,0.13,1.94,NA,NA +LH2, N,7,2008,8,13,WET,89.25,0,0,0,423.55,0.001411833,0.1,1.46,NA,NA +LH2, N,7,2008,8,13,WET,89.5,0,0,0,330.06,0.0011002,0.06,0.77,NA,NA +LH2, N,7,2008,8,13,WET,90,0,0,0,148.46,0.000494867,NA,NA,NA,NA +LH2, N,7,2008,8,13,WET,90.5,0,0,0,42.82,0.000142733,NA,NA,NA,NA +LH2, N,7,2008,8,13,WET,91,0,0,0,12.88,0.000042933,NA,NA,NA,NA +LH2, N,7,2008,8,13,WET,92,0,0,0,0,0,NA,NA,NA,NA +LH2, N,7,2008,8,13,WET,92,175,2.916666667,0,0,0,NA,NA,NA,NA +LH2, N,7,2008,8,13,WET,92.75,175,2.916666667,0,0,0,NA,NA,NA,NA +LH2, N,7,2008,8,13,WET,93.5,175,2.916666667,0,61.34,0.000204467,0.38,0.8,NA,NA +LH2, N,7,2008,8,13,WET,94,175,2.916666667,0,85.94,0.000286467,0.21,0.63,NA,NA +LH2, N,7,2008,8,13,WET,95,175,2.916666667,0,127.41,0.0004247,0.21,0.92,NA,NA +LH2, N,7,2008,8,13,WET,96,175,2.916666667,0,127.41,0.0004247,0.5,2.17,NA,NA +LH2, N,7,2008,8,13,WET,97.25,175,2.916666667,0,127.41,0.0004247,0.24,1.05,0.274,0.035 +LH2, N,7,2008,8,13,WET,98.5,175,2.916666667,0,127.41,0.0004247,0.22,0.98,NA,NA +LH2, N,7,2008,8,13,WET,100,175,2.916666667,0,127.41,0.0004247,0.18,0.78,NA,NA +LH2, N,7,2008,8,13,WET,102.5,0,0,0,127.41,0.0004247,NA,NA,NA,NA +LH2, N,7,2008,8,13,WET,103,0,0,0,0,0,NA,NA,NA,NA +LH2, N,7,2008,8,13,WET2,0,0,0,rate1,0,0,NA,NA,NA,NA +LH2, N,7,2008,8,13,WET2,1.25,0,0,rate1,0,0,NA,NA,NA,NA +LH2, N,7,2008,8,13,WET2,1.5,0,0,rate1,52.99,0.000176633,0.04,0.08,NA,NA +LH2, N,7,2008,8,13,WET2,2,0,0,rate1,66.61,0.000222033,0.01,0.04,NA,NA +LH2, N,7,2008,8,13,WET2,3,0,0,rate1,83.13,0.0002771,0.01,0.04,NA,NA +LH2, N,7,2008,8,13,WET2,4,0,0,rate1,94.95,0.0003165,0.02,0.06,NA,NA +LH2, N,7,2008,8,13,WET2,5,0,0,rate1,101.46,0.0003382,0.01,0.03,NA,NA +LH2, N,7,2008,8,13,WET2,6,0,0,rate1,101.46,0.0003382,0,0.02,0.367,0.052 +LH2, N,7,2008,8,13,WET2,7,0,0,rate1,101.46,0.0003382,0.05,0.19,NA,NA +LH2, N,7,2008,8,13,WET2,9,0,0,rate1,101.46,0.0003382,0.06,0.2,NA,NA +LH2, N,7,2008,8,13,WET2,9.416666667,0,0,rate2,101.46,0.0003382,0.06,0.2,NA,NA +LH2, N,7,2008,8,13,WET2,9.916666667,0,0,rate2,101.46,0.0003382,0.06,0.2,NA,NA +LH2, N,7,2008,8,13,WET2,10.25,0,0,rate2,236.32,0.000787733,0.09,0.76,NA,NA +LH2, N,7,2008,8,13,WET2,11,0,0,rate2,254.42,0.000848067,0.08,0.77,NA,NA +LH2, N,7,2008,8,13,WET2,12,0,0,rate2,254.42,0.000848067,0.06,0.51,NA,NA +LH2, N,7,2008,8,13,WET2,13.25,0,0,rate2,254.42,0.000848067,0.03,0.27,0.259,0.046 +LH2, N,7,2008,8,13,WET2,14,0,0,rate2,254.42,0.000848067,0.06,0.51,NA,NA +LH2, N,7,2008,8,13,WET2,16,0,0,rate2,254.42,0.000848067,0.02,0.18,NA,NA +LH2, N,7,2008,8,13,WET2,16.75,0,0,rate2,254.42,0.000848067,0.02,0.17,NA,NA +LH2, N,7,2008,8,13,WET2,17.06666667,0,0,rate3,254.42,0.000848067,0.02,0.17,NA,NA +LH2, N,7,2008,8,13,WET2,17.45,0,0,rate3,370.97,0.001236567,0.17,2.23,NA,NA +LH2, N,7,2008,8,13,WET2,17.75,0,0,rate3,376.28,0.001254267,0.1,1.32,NA,NA +LH2, N,7,2008,8,13,WET2,18.25,0,0,rate3,376.28,0.001254267,0.07,0.89,NA,NA +LH2, N,7,2008,8,13,WET2,19,0,0,rate3,376.28,0.001254267,0.04,0.53,NA,NA +LH2, N,7,2008,8,13,WET2,20,0,0,rate3,376.28,0.001254267,0.04,0.56,0.551,0.063 +LH2, N,7,2008,8,13,WET2,21,0,0,rate3,376.28,0.001254267,0.03,0.4,NA,NA +LH2, N,7,2008,8,13,WET2,22,0,0,rate3,376.28,0.001254267,0.03,0.38,NA,NA +LH2, N,7,2008,8,13,WET2,22.5,0,0,rate3,376.28,0.001254267,0.03,0.38,NA,NA +LH2, N,7,2008,8,13,WET2,22.95,0,0,rate4,376.28,0.001254267,0.03,0.38,NA,NA +LH2, N,7,2008,8,13,WET2,23.3,0,0,rate4,376.28,0.001254267,0.03,0.38,NA,NA +LH2, N,7,2008,8,13,WET2,23.75,0,0,rate4,466.64,0.001555467,0.11,1.88,NA,NA +LH2, N,7,2008,8,13,WET2,24.25,0,0,rate4,482.23,0.001607433,0.07,1.26,NA,NA +LH2, N,7,2008,8,13,WET2,25.25,0,0,rate4,482.23,0.001607433,0.05,0.94,0.348,0.076 +LH2, N,7,2008,8,13,WET2,26,0,0,rate4,482.23,0.001607433,0.06,1.06,NA,NA +LH2, N,7,2008,8,13,WET2,27,0,0,rate4,482.23,0.001607433,0.1,1.71,NA,NA +LH2, N,7,2008,8,13,WET2,28,0,0,rate4,482.23,0.001607433,0.11,1.79,NA,NA +LH2, N,7,2008,8,13,WET2,28.42,0,0,rate5,482.23,0.001607433,0.11,1.79,NA,NA +LH2, N,7,2008,8,13,WET2,28.67,0,0,rate5,482.23,0.001607433,0.11,1.79,NA,NA +LH2, N,7,2008,8,13,WET2,29,0,0,rate5,637.68,0.0021256,0.14,3.06,NA,NA +LH2, N,7,2008,8,13,WET2,29.5,0,0,rate5,641.44,0.002138133,0.09,1.98,NA,NA +LH2, N,7,2008,8,13,WET2,30.5,0,0,rate5,641.44,0.002138133,0.06,1.46,NA,NA +LH2, N,7,2008,8,13,WET2,31,0,0,rate5,641.44,0.002138133,0.1,2.36,0.384,0.091 +LH2, N,7,2008,8,13,WET2,32,0,0,rate5,641.44,0.002138133,0.09,2,NA,NA +LH2, N,7,2008,8,13,WET2,32.5,0,0,rate5,641.44,0.002138133,0.05,1.08,NA,NA +LH2, N,7,2008,8,13,WET2,33,0,0,0,0,0,NA,NA,NA,NA +LH2, N,8,2008,8,13,DRY,0,61.46,1.024333333,0,0,0,NA,NA,NA,NA +LH2, N,8,2008,8,13,DRY,7.916666667,61.46,1.024333333,0,0,0,NA,NA,NA,NA +LH2, N,8,2008,8,13,DRY,9,61.46,1.024333333,0,3.81,0.0000127,NA,NA,NA,NA +LH2, N,8,2008,8,13,DRY,10,61.46,1.024333333,0,4.41,0.0000147,NA,NA,NA,NA +LH2, N,8,2008,8,13,DRY,11,61.46,1.024333333,0,5.84,0.000019467,NA,NA,NA,NA +LH2, N,8,2008,8,13,DRY,15,61.46,1.024333333,0,8.73,0.0000291,0.39,0.11,NA,NA +LH2, N,8,2008,8,13,DRY,18,61.46,1.024333333,0,11.72,0.000039067,NA,NA,NA,NA +LH2, N,8,2008,8,13,DRY,20,61.46,1.024333333,0,11.72,0.000039067,0.34,0.13,NA,NA +LH2, N,8,2008,8,13,DRY,25,61.46,1.024333333,0,11.72,0.000039067,0.32,0.13,NA,NA +LH2, N,8,2008,8,13,DRY,30,0,0,0,11.72,0.000039067,0.24,0.09,NA,NA +LH2, N,8,2008,8,13,DRY,30.17,0,0,0,0,0,NA,NA,NA,NA +LH2, N,8,2008,8,13,WET,0,0,0,rate1,0,0,NA,NA,NA,NA +LH2, N,8,2008,8,13,WET,1.5,0,0,rate1,0,0,NA,NA,NA,NA +LH2, N,8,2008,8,13,WET,2.5,0,0,rate1,81.83,0.000272767,0.19,0.54,NA,NA +LH2, N,8,2008,8,13,WET,4,0,0,rate1,94.95,0.0003165,0.04,0.14,NA,NA +LH2, N,8,2008,8,13,WET,6,0,0,rate1,101.26,0.000337533,0.02,0.1,NA,NA +LH2, N,8,2008,8,13,WET,8.75,0,0,rate1,101.26,0.000337533,0,0.03,0.153,0.042 +LH2, N,8,2008,8,13,WET,10,0,0,rate1,101.26,0.000337533,NA,NA,NA,NA +LH2, N,8,2008,8,13,WET,11,0,0,rate1,101.26,0.000337533,0,0.01,NA,NA +LH2, N,8,2008,8,13,WET,13.25,0,0,rate1,101.26,0.000337533,NA,NA,NA,NA +LH2, N,8,2008,8,13,WET,13.5,0,0,rate2,101.26,0.000337533,NA,NA,NA,NA +LH2, N,8,2008,8,13,WET,14.08,0,0,rate2,101.26,0.000337533,NA,NA,NA,NA +LH2, N,8,2008,8,13,WET,14.25,0,0,rate2,229.95,0.0007665,0.32,2.54,NA,NA +LH2, N,8,2008,8,13,WET,14.75,0,0,rate2,258.81,0.0008627,0.06,0.6,NA,NA +LH2, N,8,2008,8,13,WET,16,0,0,rate2,258.81,0.0008627,0,0.07,NA,NA +LH2, N,8,2008,8,13,WET,17.25,0,0,rate2,258.81,0.0008627,0.02,0.25,0.198,0.058 +LH2, N,8,2008,8,13,WET,18,0,0,rate2,258.81,0.0008627,0.04,0.35,NA,NA +LH2, N,8,2008,8,13,WET,19,0,0,rate2,258.81,0.0008627,0.02,0.21,NA,NA +LH2, N,8,2008,8,13,WET,20.5,0,0,rate2,258.81,0.0008627,NA,NA,NA,NA +LH2, N,8,2008,8,13,WET,20.86666667,0,0,rate3,258.81,0.0008627,NA,NA,NA,NA +LH2, N,8,2008,8,13,WET,21.33,0,0,rate3,258.81,0.0008627,NA,NA,NA,NA +LH2, N,8,2008,8,13,WET,21.5,0,0,rate3,373.15,0.001243833,0.16,2.11,NA,NA +LH2, N,8,2008,8,13,WET,22,0,0,rate3,402.87,0.0013429,0.1,1.44,NA,NA +LH2, N,8,2008,8,13,WET,22.5,0,0,rate3,402.87,0.0013429,0.16,2.28,NA,NA +LH2, N,8,2008,8,13,WET,24.5,0,0,rate3,402.87,0.0013429,0.03,0.53,0.275,0.071 +LH2, N,8,2008,8,13,WET,25.5,0,0,rate3,402.87,0.0013429,0.06,0.86,NA,NA +LH2, N,8,2008,8,13,WET,27,0,0,rate3,402.87,0.0013429,NA,NA,NA,NA +LH2, N,8,2008,8,13,WET,28,0,0,rate3,0,0,NA,NA,NA,NA +LH2, N,8,2008,8,13,WET,39,0,0,rate4,0,0,NA,NA,NA,NA +LH2, N,8,2008,8,13,WET,39.65,0,0,rate4,0,0,NA,NA,NA,NA +LH2, N,8,2008,8,13,WET,40,0,0,rate4,436,0.001453333,0.1,1.57,NA,NA +LH2, N,8,2008,8,13,WET,41,0,0,rate4,436,0.001453333,0.11,1.68,NA,NA +LH2, N,8,2008,8,13,WET,44.5,0,0,rate4,501.44,0.001671467,0.03,0.56,0.324,0.079 +LH2, N,8,2008,8,13,WET,45,0,0,rate4,501.44,0.001671467,0.03,0.62,NA,NA +LH2, N,8,2008,8,13,WET,47,0,0,rate4,501.44,0.001671467,NA,NA,NA,NA +LH2, N,8,2008,8,13,WET,47.33,0,0,rate5,501.44,0.001671467,NA,NA,NA,NA +LH2, N,8,2008,8,13,WET,47.61666667,0,0,rate5,501.44,0.001671467,NA,NA,NA,NA +LH2, N,8,2008,8,13,WET,47.75,0,0,rate5,610.5,0.002035,0.17,3.51,NA,NA +LH2, N,8,2008,8,13,WET,48.25,0,0,rate5,656.15,0.002187167,0.32,7.16,NA,NA +LH2, N,8,2008,8,13,WET,49,0,0,rate5,656.15,0.002187167,0.18,4,0.554,0.104 +LH2, N,8,2008,8,13,WET,50.25,0,0,rate5,656.15,0.002187167,0.09,2.14,NA,NA +LH2, N,8,2008,8,13,WET,50.75,0,0,rate5,656.15,0.002187167,0.09,2.17,NA,NA +LH2, N,8,2008,8,13,WET,51.25,0,0,rate5,656.15,0.002187167,0.07,1.7,NA,NA +LH2, N,8,2008,8,13,WET,52,0,0,rate5,656.15,0.002187167,NA,NA,NA,NA +LH2, N,8,2008,8,13,WET,53,0,0,0,0,0,NA,NA,NA,NA +LH2, N,8,2008,8,13,WET2,0,0,0,rate1,0,0,NA,NA,NA,NA +LH2, N,8,2008,8,13,WET2,1.116666667,0,0,rate1,0,0,NA,NA,NA,NA +LH2, N,8,2008,8,13,WET2,1.5,0,0,rate1,76.15,0.000253833,0.04,0.11,NA,NA +LH2, N,8,2008,8,13,WET2,2.5,0,0,rate1,134.16,0.0004472,0.01,0.07,NA,NA +LH2, N,8,2008,8,13,WET2,3,0,0,rate1,146.42,0.000488067,0.02,0.09,NA,NA +LH2, N,8,2008,8,13,WET2,4,0,0,rate1,155.57,0.000518567,0.03,0.15,NA,NA +LH2, N,8,2008,8,13,WET2,5.75,0,0,rate1,155.57,0.000518567,0.02,0.14,0.224,0.063 +LH2, N,8,2008,8,13,WET2,6.5,0,0,rate1,155.57,0.000518567,0.02,0.12,NA,NA +LH2, N,8,2008,8,13,WET2,7,0,0,rate1,155.57,0.000518567,0,0.04,NA,NA +LH2, N,8,2008,8,13,WET2,9.5,0,0,rate1,155.57,0.000518567,0.01,0.05,NA,NA +LH2, N,8,2008,8,13,WET2,9.7,0,0,rate2,155.57,0.000518567,0.01,0.05,NA,NA +LH2, N,8,2008,8,13,WET2,10.08,0,0,rate2,155.57,0.000518567,0.01,0.05,NA,NA +LH2, N,8,2008,8,13,WET2,10.25,0,0,rate2,216.61,0.000722033,0.03,0.28,NA,NA +LH2, N,8,2008,8,13,WET2,11,0,0,rate2,289.96,0.000966533,0.02,0.29,NA,NA +LH2, N,8,2008,8,13,WET2,13.5,0,0,rate2,289.96,0.000966533,0.01,0.1,0.31,0.075 +LH2, N,8,2008,8,13,WET2,14.25,0,0,rate2,289.96,0.000966533,0.03,0.32,NA,NA +LH2, N,8,2008,8,13,WET2,17,0,0,rate2,289.96,0.000966533,0.03,0.29,NA,NA +LH2, N,8,2008,8,13,WET2,17.2,0,0,rate3,289.96,0.000966533,0.03,0.29,NA,NA +LH2, N,8,2008,8,13,WET2,17.67,0,0,rate3,289.96,0.000966533,0.03,0.29,NA,NA +LH2, N,8,2008,8,13,WET2,18,0,0,rate3,396.8,0.001322667,0.05,0.77,NA,NA +LH2, N,8,2008,8,13,WET2,18.5,0,0,rate3,409.94,0.001366467,0.02,0.28,NA,NA +LH2, N,8,2008,8,13,WET2,20.25,0,0,rate3,409.94,0.001366467,0.03,0.45,0.349,0.094 +LH2, N,8,2008,8,13,WET2,21,0,0,rate3,409.94,0.001366467,0.04,0.6,NA,NA +LH2, N,8,2008,8,13,WET2,22.5,0,0,rate3,409.94,0.001366467,0.04,0.55,NA,NA +LH2, N,8,2008,8,13,WET2,22.88333333,0,0,rate4,409.94,0.001366467,0.04,0.55,NA,NA +LH2, N,8,2008,8,13,WET2,23.28333333,0,0,rate4,409.94,0.001366467,0.04,0.55,NA,NA +LH2, N,8,2008,8,13,WET2,23.75,0,0,rate4,516.37,0.001721233,0.06,1.21,NA,NA +LH2, N,8,2008,8,13,WET2,24.5,0,0,rate4,531.44,0.001771467,0.04,0.87,NA,NA +LH2, N,8,2008,8,13,WET2,26,0,0,rate4,531.44,0.001771467,0.03,0.62,0.381,0.101 +LH2, N,8,2008,8,13,WET2,26.5,0,0,rate4,531.44,0.001771467,0.05,1.02,NA,NA +LH2, N,8,2008,8,13,WET2,28.25,0,0,rate4,531.44,0.001771467,0.06,1.07,NA,NA +LH2, N,8,2008,8,13,WET2,28.45,0,0,rate5,531.44,0.001771467,0.06,1.07,NA,NA +LH2, N,8,2008,8,13,WET2,28.83,0,0,rate5,531.44,0.001771467,0.06,1.07,NA,NA +LH2, N,8,2008,8,13,WET2,29.25,0,0,rate5,619.76,0.002065867,0.18,3.96,NA,NA +LH2, N,8,2008,8,13,WET2,30,0,0,rate5,619.76,0.002065867,0.06,1.44,NA,NA +LH2, N,8,2008,8,13,WET2,31.25,0,0,rate5,619.76,0.002065867,0.04,0.96,0.444,0.099 +LH2, N,8,2008,8,13,WET2,31.75,0,0,rate5,619.76,0.002065867,0.08,1.75,NA,NA +LH2, N,8,2008,8,13,WET2,33.5,0,0,rate5,619.76,0.002065867,0.04,0.83,NA,NA +LH2, N,8,2008,8,13,WET2,34,0,0,0,0,0,NA,NA,NA,NA +Ab,B ,1,2007,7,12,DRY,0,61.72,1.028666667,0,0,0,NA,NA,NA,NA +Ab,B ,1,2007,7,12,DRY,5.5,61.72,1.028666667,0,0,0,NA,NA,NA,NA +Ab,B ,1,2007,7,12,DRY,7,61.72,1.028666667,0,7.37,0.000024567,1.24,0.31,NA,NA +Ab,B ,1,2007,7,12,DRY,8,61.72,1.028666667,0,9.33,0.0000311,1.01,0.31,NA,NA +Ab,B ,1,2007,7,12,DRY,9,61.72,1.028666667,0,9.33,0.0000311,0.81,0.25,NA,NA +Ab,B ,1,2007,7,12,DRY,10,61.72,1.028666667,0,9.9,0.000033,0.98,0.33,NA,NA +Ab,B ,1,2007,7,12,DRY,15,61.72,1.028666667,0,9.9,0.000033,0.48,0.16,NA,NA +Ab,B ,1,2007,7,12,DRY,20,61.72,1.028666667,0,9.9,0.000033,0.42,0.14,NA,NA +Ab,B ,1,2007,7,12,DRY,25,61.72,1.028666667,0,9.9,0.000033,0.4,0.13,NA,NA +Ab,B ,1,2007,7,12,DRY,30,0,0,0,8.6,0.000028667,0.19,0.05,NA,NA +Ab,B ,1,2007,7,12,DRY,31,0,0,0,0,0,NA,NA,NA,NA +Ab,B ,1,2007,7,12,WET,0,61.72,1.028666667,0,0,0,NA,NA,NA,NA +Ab,B ,1,2007,7,12,WET,3.1,61.72,1.028666667,0,0,0,NA,NA,NA,NA +Ab,B ,1,2007,7,12,WET,4,61.72,1.028666667,0,8.33,0.000027767,0.48,0.13,NA,NA +Ab,B ,1,2007,7,12,WET,5,61.72,1.028666667,0,14.9,0.000049667,NA,NA,NA,NA +Ab,B 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,2,2007,7,11,WET,68,0,0,0,137.16,0.0004572,0.11,0.53,NA,NA +Ab,B ,2,2007,7,11,WET,68.5,0,0,0,84.57,0.0002819,0.08,0.24,NA,NA +Ab,B ,2,2007,7,11,WET,69,0,0,0,44.49,0.0001483,NA,NA,NA,NA +Ab,B ,2,2007,7,11,WET,69.5,0,0,0,19.19,0.000063967,NA,NA,NA,NA +Ab,B ,2,2007,7,11,WET,70,0,0,0,6.72,0.0000224,NA,NA,NA,NA +Ab,B ,2,2007,7,11,WET,71.25,0,0,0,0,0,NA,NA,NA,NA +Ab,B ,3,2007,7,10,DRY,0,61.72,1.028666667,0,0,0,NA,NA,NA,NA +Ab,B ,3,2007,7,10,DRY,6.5,61.72,1.028666667,0,0,0,NA,NA,NA,NA +Ab,B ,3,2007,7,10,DRY,9,61.72,1.028666667,0,1.19,0.000003967,NA,NA,NA,NA +Ab,B ,3,2007,7,10,DRY,10.5,61.72,1.028666667,0,4.8,0.000016,0.5,0.08,NA,NA +Ab,B ,3,2007,7,10,DRY,12,61.72,1.028666667,0,8.24,0.000027467,0.32,0.09,NA,NA +Ab,B ,3,2007,7,10,DRY,15,61.72,1.028666667,0,9.05,0.000030167,0.3,0.09,NA,NA +Ab,B ,3,2007,7,10,DRY,20,61.72,1.028666667,0,10.38,0.0000346,0.53,0.18,NA,NA +Ab,B ,3,2007,7,10,DRY,25,61.72,1.028666667,0,9.24,0.0000308,0.19,0.05,NA,NA +Ab,B 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N,1,2007,7,31,WET,58,0,0,0,6.79,0.000022633,NA,NA,NA,NA +ER2, N,1,2007,7,31,WET,58.75,0,0,0,0,0,NA,NA,NA,NA +ER2, N,2,2007,7,31,DRY,0,61.72,1.028666667,0,0,0,NA,NA,NA,NA +ER2, N,2,2007,7,31,DRY,3.75,61.72,1.028666667,0,0,0,NA,NA,NA,NA +ER2, N,2,2007,7,31,DRY,5,61.72,1.028666667,0,15.01,0.000050033,0.51,0.26,NA,NA +ER2, N,2,2007,7,31,DRY,6,61.72,1.028666667,0,24.45,0.0000815,0.68,0.56,NA,NA +ER2, N,2,2007,7,31,DRY,7,61.72,1.028666667,0,28.14,0.0000938,0.61,0.58,NA,NA +ER2, N,2,2007,7,31,DRY,8,61.72,1.028666667,0,31.58,0.000105267,0.54,0.57,NA,NA +ER2, N,2,2007,7,31,DRY,10.25,0,0,0,0,0,NA,NA,NA,NA +ER2, N,2,2007,7,31,DRY,16.5,61.72,1.028666667,0,0,0,NA,NA,NA,NA +ER2, N,2,2007,7,31,DRY,17,61.72,1.028666667,0,0,0,NA,NA,NA,NA +ER2, N,2,2007,7,31,DRY,19,61.72,1.028666667,0,16.51,0.000055033,0.4,0.22,NA,NA +ER2, N,2,2007,7,31,DRY,20,61.72,1.028666667,0,36.64,0.000122133,0.46,0.57,NA,NA +ER2, N,2,2007,7,31,DRY,22,61.72,1.028666667,0,36.64,0.000122133,0.5,0.62,NA,NA +ER2, 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N,2,2007,7,31,WET,8,61.72,1.028666667,0,37.46,0.000124867,0.25,0.32,0.087,0.019 +ER2, N,2,2007,7,31,WET,9.25,61.72,1.028666667,0,37.46,0.000124867,0.25,0.32,NA,NA +ER2, N,2,2007,7,31,WET,10,61.72,1.028666667,0,37.46,0.000124867,0.28,0.36,NA,NA +ER2, N,2,2007,7,31,WET,14.75,61.72,1.028666667,0,37.46,0.000124867,NA,NA,NA,NA +ER2, N,2,2007,7,31,WET,15,103.63,1.727166667,0,37.46,0.000124867,0.25,0.31,NA,NA +ER2, N,2,2007,7,31,WET,16,103.63,1.727166667,0,58.03,0.000193433,0.34,0.68,NA,NA +ER2, N,2,2007,7,31,WET,17,103.63,1.727166667,0,65.48,0.000218267,0.28,0.63,NA,NA +ER2, N,2,2007,7,31,WET,18,103.63,1.727166667,0,65.48,0.000218267,0.31,0.68,NA,NA +ER2, N,2,2007,7,31,WET,20,103.63,1.727166667,0,65.48,0.000218267,0.3,0.67,0.114,0.026 +ER2, N,2,2007,7,31,WET,21,103.63,1.727166667,0,65.48,0.000218267,0.32,0.71,NA,NA +ER2, N,2,2007,7,31,WET,21.5,103.63,1.727166667,0,65.48,0.000218267,0.33,0.74,NA,NA +ER2, N,2,2007,7,31,WET,23.5,103.63,1.727166667,0,65.48,0.000218267,0.22,0.49,NA,NA +ER2, 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N,2,2007,7,31,WET,41,152.9,2.548333333,0,108.26,0.000360867,0.21,0.78,0.142,0.035 +ER2, N,2,2007,7,31,WET,42.5,152.9,2.548333333,0,108.26,0.000360867,0.2,0.73,NA,NA +ER2, N,2,2007,7,31,WET,43.33,152.9,2.548333333,0,108.26,0.000360867,0.22,0.81,NA,NA +ER2, N,2,2007,7,31,WET,47,179.57,2.992833333,0,108.26,0.000360867,0.16,0.61,NA,NA +ER2, N,2,2007,7,31,WET,48,179.57,2.992833333,0,118.31,0.000394367,0.22,0.88,NA,NA +ER2, N,2,2007,7,31,WET,49,179.57,2.992833333,0,130.09,0.000433633,0.19,0.87,NA,NA +ER2, N,2,2007,7,31,WET,50,179.57,2.992833333,0,130.09,0.000433633,0.21,0.93,NA,NA +ER2, N,2,2007,7,31,WET,52,179.57,2.992833333,0,130.09,0.000433633,0.17,0.77,0.147,0.037 +ER2, N,2,2007,7,31,WET,52.75,179.57,2.992833333,0,130.09,0.000433633,0.21,0.93,NA,NA +ER2, N,2,2007,7,31,WET,53.25,179.57,2.992833333,0,130.09,0.000433633,0.01,0.07,NA,NA +ER2, N,2,2007,7,31,WET,57,0,0,0,130.09,0.000433633,0.16,0.74,NA,NA +ER2, N,2,2007,7,31,WET,57.25,0,0,0,92.56,0.000308533,0.04,0.14,NA,NA +ER2, 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N,3,2007,8,1,WET,22,103.63,1.727166667,0,64.09,0.000213633,0.13,0.3,0.068,0.025 +ER2, N,3,2007,8,1,WET,23.16,103.63,1.727166667,0,64.09,0.000213633,0.19,0.41,NA,NA +ER2, N,3,2007,8,1,WET,23.75,103.63,1.727166667,0,64.09,0.000213633,0.21,0.46,NA,NA +ER2, N,3,2007,8,1,WET,27,126.23,2.103833333,0,64.09,0.000213633,0.1,0.22,NA,NA +ER2, N,3,2007,8,1,WET,28,126.23,2.103833333,0,75.23,0.000250767,0.11,0.29,NA,NA +ER2, N,3,2007,8,1,WET,29,126.23,2.103833333,0,82.45,0.000274833,0.13,0.36,NA,NA +ER2, N,3,2007,8,1,WET,30,126.23,2.103833333,0,82.45,0.000274833,0.1,0.29,NA,NA +ER2, N,3,2007,8,1,WET,32,126.23,2.103833333,0,82.45,0.000274833,0.1,0.29,0.075,0.028 +ER2, N,3,2007,8,1,WET,33.16,126.23,2.103833333,0,82.45,0.000274833,0.15,0.42,NA,NA +ER2, N,3,2007,8,1,WET,33.6,126.23,2.103833333,0,82.45,0.000274833,0.17,0.49,NA,NA +ER2, N,3,2007,8,1,WET,38,152.9,2.548333333,0,82.45,0.000274833,0.1,0.28,NA,NA +ER2, N,3,2007,8,1,WET,39,152.9,2.548333333,0,98.66,0.000328867,0.14,0.49,NA,NA +ER2, 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N,3,2007,8,1,WET,54.3,179.57,2.992833333,0,125.57,0.000418567,0.15,0.64,NA,NA +ER2, N,3,2007,8,1,WET,58,0,0,0,125.57,0.000418567,0.14,0.61,NA,NA +ER2, N,3,2007,8,1,WET,58.25,0,0,0,98.89,0.000329633,0.05,0.19,NA,NA +ER2, N,3,2007,8,1,WET,58.5,0,0,0,65.6,0.000218667,NA,NA,NA,NA +ER2, N,3,2007,8,1,WET,58.75,0,0,0,52.86,0.0001762,NA,NA,NA,NA +ER2, N,3,2007,8,1,WET,59,0,0,0,37.36,0.000124533,NA,NA,NA,NA +ER2, N,3,2007,8,1,WET,59.25,0,0,0,23.39,0.000077967,NA,NA,NA,NA +ER2, N,3,2007,8,1,WET,59.5,0,0,0,17.65,0.000058833,NA,NA,NA,NA +ER2, N,3,2007,8,1,WET,59.75,0,0,0,10.31,0.000034367,NA,NA,NA,NA +ER2, N,3,2007,8,1,WET,60,0,0,0,6.44,0.000021467,NA,NA,NA,NA +ER2, N,3,2007,8,1,WET,60.88,0,0,0,0,0,NA,NA,NA,NA +ER2, N,4,2007,8,1,DRY,0,61.72,1.028666667,0,0,0,NA,NA,NA,NA +ER2, N,4,2007,8,1,DRY,2.5,61.72,1.028666667,0,0,0,NA,NA,NA,NA +ER2, N,4,2007,8,1,DRY,4,61.72,1.028666667,0,22.01,0.000073367,0.7,0.52,NA,NA +ER2, N,4,2007,8,1,DRY,5,61.72,1.028666667,0,32.2,0.000107333,0.5,0.55,NA,NA +ER2, N,4,2007,8,1,DRY,6,61.72,1.028666667,0,34.23,0.0001141,0.49,0.56,NA,NA +ER2, N,4,2007,8,1,DRY,10,61.72,1.028666667,0,36.48,0.0001216,0.33,0.41,NA,NA +ER2, N,4,2007,8,1,DRY,15,61.72,1.028666667,0,36.48,0.0001216,0.32,0.4,NA,NA +ER2, N,4,2007,8,1,DRY,20,61.72,1.028666667,0,36.48,0.0001216,NA,NA,NA,NA +ER2, N,4,2007,8,1,DRY,25,61.72,1.028666667,0,36.48,0.0001216,0.25,0.31,NA,NA +ER2, N,4,2007,8,1,DRY,30,61.72,1.028666667,0,36.48,0.0001216,NA,NA,NA,NA +ER2, N,4,2007,8,1,DRY,35,61.72,1.028666667,0,36.48,0.0001216,0.15,0.19,NA,NA +ER2, N,4,2007,8,1,DRY,40,61.72,1.028666667,0,36.48,0.0001216,NA,NA,NA,NA +ER2, N,4,2007,8,1,DRY,45,0,0,0,36.48,0.0001216,0.13,0.16,NA,NA +ER2, N,4,2007,8,1,DRY,45.5,0,0,0,30.37,0.000101233,0.08,0.08,NA,NA +ER2, N,4,2007,8,1,DRY,46,0,0,0,13.68,0.0000456,NA,NA,NA,NA +ER2, N,4,2007,8,1,DRY,46.25,0,0,0,7.63,0.000025433,NA,NA,NA,NA +ER2, N,4,2007,8,1,DRY,46.9,0,0,0,0,0,NA,NA,NA,NA +ER2, N,4,2007,8,1,WET,0,61.72,1.028666667,0,0,0,NA,NA,NA,NA +ER2, N,4,2007,8,1,WET,2.25,61.72,1.028666667,0,0,0,NA,NA,NA,NA +ER2, N,4,2007,8,1,WET,3,61.72,1.028666667,0,8.69,0.000028967,0.14,0.04,NA,NA +ER2, N,4,2007,8,1,WET,4,61.72,1.028666667,0,38.28,0.0001276,0.17,0.22,NA,NA +ER2, N,4,2007,8,1,WET,5,61.72,1.028666667,0,40.46,0.000134867,0.15,0.2,NA,NA +ER2, N,4,2007,8,1,WET,6,61.72,1.028666667,0,40.46,0.000134867,NA,NA,NA,NA +ER2, N,4,2007,8,1,WET,7,61.72,1.028666667,0,40.46,0.000134867,0.21,0.28,0.076,0.018 +ER2, N,4,2007,8,1,WET,8.25,61.72,1.028666667,0,40.12,0.000133733,0.23,0.31,NA,NA +ER2, N,4,2007,8,1,WET,9,61.72,1.028666667,0,40.12,0.000133733,0.26,0.36,NA,NA +ER2, N,4,2007,8,1,WET,12.5,61.72,1.028666667,0,40.12,0.000133733,0.2,0.27,NA,NA +ER2, N,4,2007,8,1,WET,13.5,61.72,1.028666667,0,40.12,0.000133733,NA,NA,NA,NA +ER2, N,4,2007,8,1,WET,14,103.63,1.727166667,0,40.12,0.000133733,0.18,0.24,NA,NA +ER2, N,4,2007,8,1,WET,15,103.63,1.727166667,0,70.5,0.000235,0.31,0.74,NA,NA +ER2, N,4,2007,8,1,WET,16,103.63,1.727166667,0,74.81,0.000249367,0.16,0.41,NA,NA +ER2, N,4,2007,8,1,WET,17,103.63,1.727166667,0,76.12,0.000253733,0.16,0.43,NA,NA +ER2, N,4,2007,8,1,WET,18,103.63,1.727166667,0,78.32,0.000261067,NA,NA,NA,NA +ER2, N,4,2007,8,1,WET,19,103.63,1.727166667,0,78.32,0.000261067,NA,NA,NA,NA +ER2, N,4,2007,8,1,WET,20,103.63,1.727166667,0,78.32,0.000261067,0.2,0.54,0.09,0.025 +ER2, N,4,2007,8,1,WET,20.9,103.63,1.727166667,0,78.32,0.000261067,0.33,0.88,NA,NA +ER2, N,4,2007,8,1,WET,21.33,103.63,1.727166667,0,78.32,0.000261067,0.39,1.04,NA,NA +ER2, N,4,2007,8,1,WET,23,103.63,1.727166667,0,78.32,0.000261067,0.29,0.76,NA,NA +ER2, N,4,2007,8,1,WET,25.5,103.63,1.727166667,0,78.32,0.000261067,NA,NA,NA,NA +ER2, N,4,2007,8,1,WET,26,126.23,2.103833333,0,78.32,0.000261067,0.26,0.69,NA,NA +ER2, N,4,2007,8,1,WET,27,126.23,2.103833333,0,99.79,0.000332633,0.24,0.83,NA,NA +ER2, N,4,2007,8,1,WET,28,126.23,2.103833333,0,103.25,0.000344167,NA,NA,NA,NA +ER2, N,4,2007,8,1,WET,29,126.23,2.103833333,0,103.25,0.000344167,NA,NA,NA,NA +ER2, N,4,2007,8,1,WET,30,126.23,2.103833333,0,103.25,0.000344167,0.23,0.81,0.096,0.03 +ER2, N,4,2007,8,1,WET,30.9,126.23,2.103833333,0,103.25,0.000344167,0.29,1.04,NA,NA +ER2, N,4,2007,8,1,WET,31.33,126.23,2.103833333,0,103.25,0.000344167,0.35,1.24,NA,NA +ER2, N,4,2007,8,1,WET,33,126.23,2.103833333,0,103.25,0.000344167,NA,NA,NA,NA +ER2, N,4,2007,8,1,WET,34.5,126.23,2.103833333,0,103.25,0.000344167,NA,NA,NA,NA +ER2, N,4,2007,8,1,WET,35,152.9,2.548333333,0,103.25,0.000344167,0.21,0.76,NA,NA +ER2, N,4,2007,8,1,WET,36,152.9,2.548333333,0,120.16,0.000400533,0.28,1.15,NA,NA +ER2, N,4,2007,8,1,WET,37,152.9,2.548333333,0,125.48,0.000418267,0.33,1.42,NA,NA +ER2, N,4,2007,8,1,WET,39,152.9,2.548333333,0,125.48,0.000418267,NA,NA,NA,NA +ER2, N,4,2007,8,1,WET,39.9,152.9,2.548333333,0,125.48,0.000418267,0.25,1.06,NA,NA +ER2, N,4,2007,8,1,WET,40.17,152.9,2.548333333,0,125.48,0.000418267,0.43,1.85,NA,NA +ER2, 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N,4,2007,8,8,DRY,31,0,0,0,27.36,0.0000912,NA,NA,NA,NA +K2, N,4,2007,8,8,DRY,31.5,0,0,0,14.79,0.0000493,NA,NA,NA,NA +K2, N,4,2007,8,8,DRY,32.67,0,0,0,0,0,NA,NA,NA,NA +K2, N,4,2007,8,8,WET,0,61.72,1.028666667,0,0,0,NA,NA,NA,NA +K2, N,4,2007,8,8,WET,1.94,61.72,1.028666667,0,0,0,NA,NA,NA,NA +K2, N,4,2007,8,8,WET,3,61.72,1.028666667,0,47.93,0.000159767,0.3,0.49,NA,NA +K2, N,4,2007,8,8,WET,4,61.72,1.028666667,0,51.31,0.000171033,0.26,0.46,NA,NA +K2, N,4,2007,8,8,WET,5,61.72,1.028666667,0,51.31,0.000171033,NA,NA,NA,NA +K2, N,4,2007,8,8,WET,6.75,61.72,1.028666667,0,51.31,0.000171033,0.23,0.4,0.11,NA +K2, N,4,2007,8,8,WET,10.5,61.72,1.028666667,0,51.31,0.000171033,0.25,0.44,NA,NA +K2, N,4,2007,8,8,WET,13,103.63,1.727166667,0,51.31,0.000171033,0.21,0.37,NA,NA +K2, N,4,2007,8,8,WET,14,103.63,1.727166667,0,84.57,0.0002819,0.36,1.03,NA,NA +K2, N,4,2007,8,8,WET,15,103.63,1.727166667,0,92.16,0.0003072,0.74,2.33,NA,NA +K2, N,4,2007,8,8,WET,16,103.63,1.727166667,0,92.16,0.0003072,NA,NA,NA,NA +K2, N,4,2007,8,8,WET,17.75,103.63,1.727166667,0,92.16,0.0003072,0.3,0.95,0.122,0.035 +K2, N,4,2007,8,8,WET,19.45,103.63,1.727166667,0,92.16,0.0003072,0.39,1.23,NA,NA +K2, N,4,2007,8,8,WET,20.5,103.63,1.727166667,0,92.16,0.0003072,0.27,0.86,NA,NA +K2, N,4,2007,8,8,WET,22.5,103.63,1.727166667,0,92.16,0.0003072,0.25,0.8,0.126,0.031 +K2, N,4,2007,8,8,WET,23.75,103.63,1.727166667,0,92.16,0.0003072,0.41,1.3,NA,NA +K2, N,4,2007,8,8,WET,27.5,103.63,1.727166667,0,92.16,0.0003072,0.24,0.76,0.13,0.035 +K2, N,4,2007,8,8,WET,31.5,103.63,1.727166667,0,92.16,0.0003072,0.34,1.08,NA,NA +K2, N,4,2007,8,8,WET,34,0,0,0,92.16,0.0003072,0.26,0.82,NA,NA +K2, N,4,2007,8,8,WET,34.25,0,0,0,80.57,0.000268567,0.13,0.35,NA,NA +K2, N,4,2007,8,8,WET,34.5,0,0,0,56.91,0.0001897,NA,NA,NA,NA +K2, N,4,2007,8,8,WET,35,0,0,0,27.95,0.000093167,NA,NA,NA,NA +K2, N,4,2007,8,8,WET,35.5,0,0,0,14.06,0.000046867,NA,NA,NA,NA +K2, N,4,2007,8,8,WET,36,0,0,0,4.32,0.0000144,NA,NA,NA,NA +K2, N,4,2007,8,8,WET,36.75,0,0,0,0,0,NA,NA,NA,NA +K2, N,4,2007,8,8,WET,42.75,126.23,2.103833333,0,0,0,NA,NA,NA,NA +K2, N,4,2007,8,8,WET,43.65,126.23,2.103833333,0,0,0,NA,NA,NA,NA +K2, N,4,2007,8,8,WET,44.25,126.23,2.103833333,0,105.59,0.000351967,0.37,1.33,0.142,0.032 +K2, N,4,2007,8,8,WET,44.75,126.23,2.103833333,0,119.07,0.0003969,0.31,1.25,NA,NA +K2, N,4,2007,8,8,WET,45.75,126.23,2.103833333,0,123.8,0.000412667,NA,NA,NA,NA +K2, N,4,2007,8,8,WET,46.75,126.23,2.103833333,0,126.83,0.000422767,NA,NA,NA,NA +K2, N,4,2007,8,8,WET,47.75,126.23,2.103833333,0,126.83,0.000422767,NA,NA,0.143,0.034 +K2, N,4,2007,8,8,WET,49.75,126.23,2.103833333,0,126.83,0.000422767,0.3,1.3,NA,NA +K2, N,4,2007,8,8,WET,50.7,126.23,2.103833333,0,126.83,0.000422767,0.33,1.44,NA,NA +K2, N,4,2007,8,8,WET,51.25,126.23,2.103833333,0,126.83,0.000422767,0.29,1.24,NA,NA +K2, N,4,2007,8,8,WET,52.25,126.23,2.103833333,0,126.83,0.000422767,0.31,1.36,0.137,0.035 +K2, N,4,2007,8,8,WET,54,126.23,2.103833333,0,126.83,0.000422767,NA,NA,NA,NA +K2, N,4,2007,8,8,WET,54.25,126.23,2.103833333,0,126.83,0.000422767,0.29,1.28,NA,NA +K2, N,4,2007,8,8,WET,55.65,126.23,2.103833333,0,126.83,0.000422767,0.32,1.38,NA,NA +K2, N,4,2007,8,8,WET,58.5,126.23,2.103833333,0,126.83,0.000422767,0.27,1.2,NA,NA +K2, N,4,2007,8,8,WET,59.75,126.23,2.103833333,0,126.83,0.000422767,0.38,1.65,NA,NA +K2, N,4,2007,8,8,WET,62.75,126.23,2.103833333,0,126.83,0.000422767,NA,NA,NA,NA +K2, N,4,2007,8,8,WET,66.75,126.23,2.103833333,0,126.83,0.000422767,0.3,1.28,NA,NA +K2, N,4,2007,8,8,WET,67.75,152.9,2.548333333,0,126.83,0.000422767,0.39,1.68,0.153,0.041 +K2, N,4,2007,8,8,WET,68.75,152.9,2.548333333,0,138.74,0.000462467,0.31,1.49,NA,NA +K2, N,4,2007,8,8,WET,69.75,152.9,2.548333333,0,151.38,0.0005046,0.29,1.51,NA,NA +K2, N,4,2007,8,8,WET,73.75,152.9,2.548333333,0,151.38,0.0005046,0.33,1.7,NA,NA +K2, N,4,2007,8,8,WET,74.5,152.9,2.548333333,0,151.38,0.0005046,0.39,2,NA,NA +K2, N,4,2007,8,8,WET,75,152.9,2.548333333,0,151.38,0.0005046,0.31,1.61,NA,NA +K2, 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+K2, N,4,2007,8,8,WET,91.75,179.57,2.992833333,0,176.92,0.000589733,0.37,2.27,NA,NA +K2, N,4,2007,8,8,WET,94.75,0,0,0,176.92,0.000589733,0.31,1.86,NA,NA +K2, N,4,2007,8,8,WET,95,0,0,0,146.21,0.000487367,0.11,0.56,NA,NA +K2, N,4,2007,8,8,WET,95.25,0,0,0,100.03,0.000333433,NA,NA,NA,NA +K2, N,4,2007,8,8,WET,95.75,0,0,0,47.27,0.000157567,NA,NA,NA,NA +K2, N,4,2007,8,8,WET,96.25,0,0,0,15.05,0.000050167,NA,NA,NA,NA +K2, N,4,2007,8,8,WET,96.75,0,0,0,5.56,0.000018533,NA,NA,NA,NA +K2, N,4,2007,8,8,WET,97.81,0,0,0,0,0,NA,NA,NA,NA +LH1, N,3,2007,7,17,DRY,0,61.72,1.028666667,0,0,0,NA,NA,NA,NA +LH1, N,3,2007,7,17,DRY,5.2,61.72,1.028666667,0,0,0,NA,NA,NA,NA +LH1, N,3,2007,7,17,DRY,10.5,61.72,1.028666667,0,7.71,0.0000257,NA,NA,NA,NA +LH1, N,3,2007,7,17,DRY,15,61.72,1.028666667,0,7.71,0.0000257,1.03,0.27,NA,NA +LH1, N,3,2007,7,17,DRY,20,61.72,1.028666667,0,6.27,0.0000209,0.98,0.2,NA,NA +LH1, N,3,2007,7,17,DRY,25,61.72,1.028666667,0,5.31,0.0000177,NA,NA,NA,NA +LH1, 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N,3,2007,7,17,WET,16,61.72,1.028666667,0,14.06,0.000046867,NA,NA,NA,NA +LH1, N,3,2007,7,17,WET,20.5,61.72,1.028666667,0,14.06,0.000046867,NA,NA,NA,NA +LH1, N,3,2007,7,17,WET,21,103.63,1.727166667,0,11.52,0.0000384,0.54,0.21,NA,NA +LH1, N,3,2007,7,17,WET,22,103.63,1.727166667,0,30.22,0.000100733,NA,NA,NA,NA +LH1, N,3,2007,7,17,WET,23,103.63,1.727166667,0,43.05,0.0001435,0.8,1.17,NA,NA +LH1, N,3,2007,7,17,WET,24,103.63,1.727166667,0,49.03,0.000163433,NA,NA,NA,NA +LH1, N,3,2007,7,17,WET,25,103.63,1.727166667,0,49.03,0.000163433,NA,NA,NA,NA +LH1, N,3,2007,7,17,WET,27,103.63,1.727166667,0,52.12,0.000173733,0.74,1.31,0.047,NA +LH1, N,3,2007,7,17,WET,29,103.63,1.727166667,0,46.16,0.000153867,0.72,1.13,NA,NA +LH1, N,3,2007,7,17,WET,34,103.63,1.727166667,0,46.16,0.000153867,NA,NA,NA,NA +LH1, N,3,2007,7,17,WET,35.5,103.63,1.727166667,0,46.16,0.000153867,NA,NA,NA,NA +LH1, N,3,2007,7,17,WET,36,126.23,2.103833333,0,46.16,0.000153867,0.55,0.87,NA,NA +LH1, N,3,2007,7,17,WET,37,126.23,2.103833333,0,51.65,0.000172167,0.74,1.29,NA,NA +LH1, N,3,2007,7,17,WET,38,126.23,2.103833333,0,58.44,0.0001948,0.74,1.47,NA,NA +LH1, N,3,2007,7,17,WET,39,126.23,2.103833333,0,61.04,0.000203467,NA,NA,NA,NA +LH1, N,3,2007,7,17,WET,40,126.23,2.103833333,0,61.04,0.000203467,NA,NA,NA,NA +LH1, N,3,2007,7,17,WET,42,126.23,2.103833333,0,61.04,0.000203467,0.84,1.75,0.077,0.017 +LH1, N,3,2007,7,17,WET,44,126.23,2.103833333,0,61.04,0.000203467,1.15,2.38,NA,NA +LH1, N,3,2007,7,17,WET,47.75,126.23,2.103833333,0,61.04,0.000203467,NA,NA,NA,NA +LH1, N,3,2007,7,17,WET,48,152.9,2.548333333,0,61.04,0.000203467,0.62,1.28,NA,NA +LH1, N,3,2007,7,17,WET,49,152.9,2.548333333,0,69.86,0.000232867,1.04,2.46,NA,NA +LH1, N,3,2007,7,17,WET,50,152.9,2.548333333,0,71.74,0.000239133,0.65,1.6,NA,NA +LH1, N,3,2007,7,17,WET,51,152.9,2.548333333,0,73.46,0.000244867,NA,NA,NA,NA +LH1, N,3,2007,7,17,WET,52,152.9,2.548333333,0,73.46,0.000244867,NA,NA,NA,NA +LH1, N,3,2007,7,17,WET,53,152.9,2.548333333,0,84.74,0.000282467,NA,NA,NA,NA +LH1, N,3,2007,7,17,WET,54.25,152.9,2.548333333,0,84.74,0.000282467,NA,NA,NA,NA +LH1, N,3,2007,7,17,WET,56,152.9,2.548333333,0,84.74,0.000282467,1.01,2.92,0.104,0.021 +LH1, N,3,2007,7,17,WET,58,152.9,2.548333333,0,84.74,0.000282467,0.88,2.53,NA,NA +LH1, N,3,2007,7,17,WET,60,152.9,2.548333333,0,80.45,0.000268167,NA,NA,NA,NA +LH1, N,3,2007,7,17,WET,62.5,152.9,2.548333333,0,80.45,0.000268167,NA,NA,NA,NA +LH1, N,3,2007,7,17,WET,63,179.57,2.992833333,0,80.45,0.000268167,0.7,1.91,NA,NA +LH1, N,3,2007,7,17,WET,64,179.57,2.992833333,0,92.04,0.0003068,1.02,3.18,NA,NA +LH1, N,3,2007,7,17,WET,65,179.57,2.992833333,0,92.04,0.0003068,0.69,2.15,NA,NA +LH1, N,3,2007,7,17,WET,66,179.57,2.992833333,0,98.19,0.0003273,NA,NA,NA,NA +LH1, N,3,2007,7,17,WET,67,179.57,2.992833333,0,98.19,0.0003273,NA,NA,NA,NA +LH1, N,3,2007,7,17,WET,70,179.57,2.992833333,0,98.19,0.0003273,0.68,2.28,NA,NA +LH1, N,3,2007,7,17,WET,70.5,179.57,2.992833333,0,98.19,0.0003273,NA,NA,0.104,0.025 +LH1, N,3,2007,7,17,WET,76,179.57,2.992833333,0,98.19,0.0003273,1.01,3.38,NA,NA +LH1, N,3,2007,7,17,WET,76.5,179.57,2.992833333,0,98.19,0.0003273,NA,NA,NA,NA +LH1, N,3,2007,7,17,WET,77,0,0,0,98.19,0.0003273,0.54,1.81,NA,NA +LH1, N,3,2007,7,17,WET,77.5,0,0,0,56.36,0.000187867,0.58,1.12,NA,NA +LH1, N,3,2007,7,17,WET,78,0,0,0,31.55,0.000105167,NA,NA,NA,NA +LH1, N,3,2007,7,17,WET,78.25,0,0,0,11.42,0.000038067,NA,NA,NA,NA +LH1, N,3,2007,7,17,WET,79.06,0,0,0,0,0,NA,NA,NA,NA +LH1, N,4,2007,7,17,DRY,0,61.72,1.028666667,0,0,0,NA,NA,NA,NA +LH1, N,4,2007,7,17,DRY,12.75,61.72,1.028666667,0,0,0,NA,NA,NA,NA +LH1, N,4,2007,7,17,DRY,14,61.72,1.028666667,0,1.91,0.000006367,NA,NA,NA,NA +LH1, N,4,2007,7,17,DRY,16,61.72,1.028666667,0,3.28,0.000010933,NA,NA,NA,NA +LH1, N,4,2007,7,17,DRY,20,61.72,1.028666667,0,3.28,0.000010933,NA,NA,NA,NA +LH1, N,4,2007,7,17,DRY,25,61.72,1.028666667,0,3.28,0.000010933,0.43,0.04,NA,NA +LH1, N,4,2007,7,17,DRY,30,61.72,1.028666667,0,3.28,0.000010933,0.61,0.06,NA,NA +LH1, N,4,2007,7,17,DRY,35,61.72,1.028666667,0,4.33,0.000014433,NA,NA,NA,NA +LH1, N,4,2007,7,17,DRY,40,61.72,1.028666667,0,2.26,0.000007533,0.24,0.01,NA,NA +LH1, N,4,2007,7,17,DRY,45,0,0,0,4.33,0.000014433,NA,NA,NA,NA +LH1, N,4,2007,7,17,DRY,45.67,0,0,0,0,0,NA,NA,NA,NA +LH1, N,4,2007,7,17,WET,0,61.72,1.028666667,0,0,0,NA,NA,NA,NA +LH1, N,4,2007,7,17,WET,2.6,61.72,1.028666667,0,0,0,NA,NA,NA,NA +LH1, N,4,2007,7,17,WET,4,61.72,1.028666667,0,5.31,0.0000177,0.84,0.15,NA,NA +LH1, N,4,2007,7,17,WET,6,61.72,1.028666667,0,6.03,0.0000201,0.78,0.15,NA,NA +LH1, N,4,2007,7,17,WET,7,61.72,1.028666667,0,8.69,0.000028967,NA,NA,NA,NA +LH1, N,4,2007,7,17,WET,8,61.72,1.028666667,0,9.05,0.000030167,0.62,0.19,NA,NA +LH1, N,4,2007,7,17,WET,9,61.72,1.028666667,0,9.05,0.000030167,NA,NA,NA,NA +LH1, N,4,2007,7,17,WET,11,61.72,1.028666667,0,9.05,0.000030167,0.21,0.06,NA,NA +LH1, N,4,2007,7,17,WET,12,61.72,1.028666667,0,9.05,0.000030167,NA,NA,0.032,NA +LH1, N,4,2007,7,17,WET,14,61.72,1.028666667,0,9.05,0.000030167,NA,NA,NA,NA +LH1, N,4,2007,7,17,WET,15,103.63,1.727166667,0,9.05,0.000030167,0.7,0.21,NA,NA +LH1, N,4,2007,7,17,WET,16,103.63,1.727166667,0,23.24,0.000077467,0.43,0.33,NA,NA +LH1, N,4,2007,7,17,WET,17,103.63,1.727166667,0,31.95,0.0001065,0.44,0.47,NA,NA +LH1, N,4,2007,7,17,WET,18,103.63,1.727166667,0,40.14,0.0001338,NA,NA,NA,NA +LH1, N,4,2007,7,17,WET,19,103.63,1.727166667,0,40.14,0.0001338,NA,NA,NA,NA +LH1, N,4,2007,7,17,WET,21,103.63,1.727166667,0,40.14,0.0001338,0.23,0.32,0.081,0.023 +LH1, N,4,2007,7,17,WET,23,103.63,1.727166667,0,40.14,0.0001338,0.2,0.28,NA,NA +LH1, N,4,2007,7,17,WET,25.25,103.63,1.727166667,0,40.14,0.0001338,NA,NA,NA,NA +LH1, N,4,2007,7,17,WET,27,126.23,2.103833333,0,40.14,0.0001338,0.2,0.27,NA,NA +LH1, N,4,2007,7,17,WET,28,126.23,2.103833333,0,54.46,0.000181533,0.3,0.55,NA,NA +LH1, N,4,2007,7,17,WET,29,126.23,2.103833333,0,59.41,0.000198033,0.33,0.67,NA,NA +LH1, N,4,2007,7,17,WET,30,126.23,2.103833333,0,59.41,0.000198033,NA,NA,NA,NA +LH1, N,4,2007,7,17,WET,32,126.23,2.103833333,0,62.67,0.0002089,0.5,1.06,NA,NA +LH1, N,4,2007,7,17,WET,34,126.23,2.103833333,0,62.67,0.0002089,0.25,0.54,NA,NA +LH1, N,4,2007,7,17,WET,35,126.23,2.103833333,0,62.67,0.0002089,0.26,0.55,NA,NA +LH1, N,4,2007,7,17,WET,36.5,126.23,2.103833333,0,62.67,0.0002089,NA,NA,NA,NA +LH1, N,4,2007,7,17,WET,37,152.9,2.548333333,0,62.67,0.0002089,0.26,0.56,NA,NA +LH1, N,4,2007,7,17,WET,38,152.9,2.548333333,0,82.23,0.0002741,0.28,0.8,NA,NA +LH1, N,4,2007,7,17,WET,39,152.9,2.548333333,0,89.28,0.0002976,0.3,0.93,NA,NA +LH1, N,4,2007,7,17,WET,40,152.9,2.548333333,0,89.28,0.0002976,NA,NA,NA,NA +LH1, N,4,2007,7,17,WET,42,152.9,2.548333333,0,89.28,0.0002976,0.35,1.05,0.154,0.036 +LH1, N,4,2007,7,17,WET,44,152.9,2.548333333,0,89.28,0.0002976,0.29,0.88,NA,NA +LH1, N,4,2007,7,17,WET,45.5,152.9,2.548333333,0,89.28,0.0002976,NA,NA,NA,NA +LH1, N,4,2007,7,17,WET,46,179.57,2.992833333,0,89.28,0.0002976,0.29,0.88,NA,NA +LH1, N,4,2007,7,17,WET,47,179.57,2.992833333,0,108.71,0.000362367,NA,NA,NA,NA +LH1, N,4,2007,7,17,WET,48,179.57,2.992833333,0,108.71,0.000362367,0.36,1.34,NA,NA +LH1, N,4,2007,7,17,WET,49,179.57,2.992833333,0,110.47,0.000368233,NA,NA,NA,NA +LH1, N,4,2007,7,17,WET,50,179.57,2.992833333,0,110.47,0.000368233,NA,NA,NA,NA +LH1, N,4,2007,7,17,WET,52,179.57,2.992833333,0,108.71,0.000362367,0.25,0.93,NA,NA +LH1, N,4,2007,7,17,WET,53,179.57,2.992833333,0,119.55,0.0003985,0.42,1.7,NA,NA +LH1, N,4,2007,7,17,WET,54,179.57,2.992833333,0,119.55,0.0003985,0.33,1.34,NA,NA +LH1, N,4,2007,7,17,WET,55,179.57,2.992833333,0,114.39,0.0003813,NA,NA,NA,NA +LH1, N,4,2007,7,17,WET,56,179.57,2.992833333,0,114.39,0.0003813,NA,NA,NA,NA +LH1, N,4,2007,7,17,WET,56.5,179.57,2.992833333,0,114.39,0.0003813,NA,NA,0.184,0.037 +LH1, N,4,2007,7,17,WET,57,0,0,0,114.39,0.0003813,0.24,0.93,NA,NA +LH1, N,4,2007,7,17,WET,57.5,0,0,0,62.67,0.0002089,0.4,0.86,NA,NA +LH1, N,4,2007,7,17,WET,57.75,0,0,0,49.34,0.000164467,NA,NA,NA,NA +LH1, N,4,2007,7,17,WET,58,0,0,0,23.61,0.0000787,NA,NA,NA,NA +LH1, N,4,2007,7,17,WET,58.25,0,0,0,15.01,0.000050033,NA,NA,NA,NA +LH1, N,4,2007,7,17,WET,58.5,0,0,0,7.54,0.000025133,NA,NA,NA,NA +LH1, N,4,2007,7,17,WET,59.45,0,0,0,0,0,NA,NA,NA,NA +LH1, N,5,2007,7,18,DRY,0,61.72,1.028666667,0,0,0,NA,NA,NA,NA +LH1, N,5,2007,7,18,DRY,5.33,61.72,1.028666667,0,0,0,NA,NA,NA,NA +LH1, N,5,2007,7,18,DRY,8,61.72,1.028666667,0,2.02,0.000006733,NA,NA,NA,NA +LH1, N,5,2007,7,18,DRY,10,61.72,1.028666667,0,8.33,0.000027767,1.62,0.45,NA,NA +LH1, N,5,2007,7,18,DRY,12,61.72,1.028666667,0,9.51,0.0000317,1.56,0.5,NA,NA +LH1, N,5,2007,7,18,DRY,15,61.72,1.028666667,0,12.21,0.0000407,1.05,0.43,NA,NA +LH1, N,5,2007,7,18,DRY,20,61.72,1.028666667,0,13.23,0.0000441,NA,NA,NA,NA +LH1, N,5,2007,7,18,DRY,25,61.72,1.028666667,0,13.23,0.0000441,0.79,0.35,NA,NA +LH1, N,5,2007,7,18,DRY,30,61.72,1.028666667,0,13.23,0.0000441,NA,NA,NA,NA +LH1, N,5,2007,7,18,DRY,35,61.72,1.028666667,0,13.23,0.0000441,0.56,0.25,NA,NA +LH1, N,5,2007,7,18,DRY,40,61.72,1.028666667,0,13.23,0.0000441,NA,NA,NA,NA +LH1, N,5,2007,7,18,DRY,45,0,0,0,13.23,0.0000441,0.34,0.15,NA,NA +LH1, N,5,2007,7,18,DRY,45.25,0,0,0,11.62,0.000038733,NA,NA,NA,NA +LH1, N,5,2007,7,18,DRY,45.5,0,0,0,8.15,0.000027167,NA,NA,NA,NA +LH1, N,5,2007,7,18,DRY,46.33,0,0,0,0,0,NA,NA,NA,NA +LH1, N,5,2007,7,18,WET,0,61.72,1.028666667,0,0,0,NA,NA,NA,NA +LH1, N,5,2007,7,18,WET,2.28,61.72,1.028666667,0,0,0,NA,NA,NA,NA +LH1, N,5,2007,7,18,WET,3,61.72,1.028666667,0,3.48,0.0000116,NA,NA,NA,NA +LH1, N,5,2007,7,18,WET,4,61.72,1.028666667,0,15.98,0.000053267,0.72,0.39,NA,NA +LH1, N,5,2007,7,18,WET,5,61.72,1.028666667,0,26.85,0.0000895,0.54,0.49,NA,NA +LH1, N,5,2007,7,18,WET,6,61.72,1.028666667,0,29.17,0.000097233,NA,NA,NA,NA +LH1, N,5,2007,7,18,WET,7,61.72,1.028666667,0,32.49,0.0001083,NA,NA,NA,NA +LH1, N,5,2007,7,18,WET,8,61.72,1.028666667,0,34.53,0.0001151,0.46,0.54,NA,NA +LH1, N,5,2007,7,18,WET,9,61.72,1.028666667,0,34.94,0.000116467,NA,NA,NA,NA +LH1, N,5,2007,7,18,WET,11,61.72,1.028666667,0,34.94,0.000116467,0.36,0.43,NA,NA +LH1, N,5,2007,7,18,WET,13,61.72,1.028666667,0,34.94,0.000116467,0.41,0.48,0.09,0.015 +LH1, N,5,2007,7,18,WET,14.5,61.72,1.028666667,0,34.94,0.000116467,0.41,0.49,NA,NA +LH1, N,5,2007,7,18,WET,22.5,61.72,1.028666667,0,34.94,0.000116467,NA,NA,NA,NA +LH1, N,5,2007,7,18,WET,23,103.63,1.727166667,0,31.95,0.0001065,0.3,0.32,NA,NA +LH1, N,5,2007,7,18,WET,24,103.63,1.727166667,0,41.44,0.000138133,0.72,1.01,NA,NA +LH1, N,5,2007,7,18,WET,25,103.63,1.727166667,0,51.65,0.000172167,0.7,1.23,NA,NA +LH1, N,5,2007,7,18,WET,26,103.63,1.727166667,0,60.06,0.0002002,0.82,1.68,NA,NA +LH1, N,5,2007,7,18,WET,27,103.63,1.727166667,0,60.06,0.0002002,NA,NA,NA,NA +LH1, N,5,2007,7,18,WET,29,103.63,1.727166667,0,60.06,0.0002002,0.65,1.34,0.113,0.017 +LH1, N,5,2007,7,18,WET,31,103.63,1.727166667,0,53.83,0.000179433,0.6,1.1,NA,NA +LH1, N,5,2007,7,18,WET,32,103.63,1.727166667,0,56.84,0.000189467,NA,NA,NA,NA +LH1, N,5,2007,7,18,WET,35,103.63,1.727166667,0,56.84,0.000189467,0.65,1.26,NA,NA +LH1, N,5,2007,7,18,WET,35.5,0,0,0,56.84,0.000189467,NA,NA,NA,NA +LH1, N,5,2007,7,18,WET,35.75,0,0,0,35.77,0.000119233,NA,NA,NA,NA +LH1, N,5,2007,7,18,WET,36,0,0,0,26.85,0.0000895,NA,NA,NA,NA +LH1, N,5,2007,7,18,WET,36.5,0,0,0,10.74,0.0000358,NA,NA,NA,NA +LH1, N,5,2007,7,18,WET,37.7,0,0,0,0,0,NA,NA,NA,NA +LH1, N,5,2007,7,18,WET,38.5,126.23,2.103833333,0,0,0,NA,NA,NA,NA +LH1, N,5,2007,7,18,WET,39.23,126.23,2.103833333,0,0,0,NA,NA,NA,NA +LH1, N,5,2007,7,18,WET,40,126.23,2.103833333,0,32.49,0.0001083,0.7,0.77,NA,NA +LH1, N,5,2007,7,18,WET,41,126.23,2.103833333,0,68.68,0.000228933,NA,NA,NA,NA +LH1, N,5,2007,7,18,WET,42,126.23,2.103833333,0,68.68,0.000228933,0.59,1.38,NA,NA 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N,5,2007,7,18,WET,63,179.57,2.992833333,0,98.76,0.0003292,0.44,1.47,NA,NA +LH1, N,5,2007,7,18,WET,65,179.57,2.992833333,0,98.76,0.0003292,0.47,1.59,0.189,0.031 +LH1, N,5,2007,7,18,WET,66.75,179.57,2.992833333,0,98.76,0.0003292,0.36,1.22,NA,NA +LH1, N,5,2007,7,18,WET,69,179.57,2.992833333,0,98.76,0.0003292,NA,NA,NA,NA +LH1, N,5,2007,7,18,WET,69.5,0,0,0,98.76,0.0003292,0.41,1.39,NA,NA +LH1, N,5,2007,7,18,WET,70.06,0,0,0,59.25,0.0001975,0.25,0.5,NA,NA +LH1, N,5,2007,7,18,WET,70.25,0,0,0,41.59,0.000138633,NA,NA,NA,NA +LH1, N,5,2007,7,18,WET,70.5,0,0,0,29.17,0.000097233,NA,NA,NA,NA +LH1, N,5,2007,7,18,WET,70.75,0,0,0,18.99,0.0000633,NA,NA,NA,NA +LH1, N,5,2007,7,18,WET,71,0,0,0,11.92,0.000039733,NA,NA,NA,NA +LH1, N,5,2007,7,18,WET,72.34,0,0,0,0,0,NA,NA,NA,NA +LH1, N,6,2007,7,18,DRY,0,61.72,1.028666667,0,0,0,NA,NA,NA,NA +LH1, N,6,2007,7,18,DRY,25.33,61.72,1.028666667,0,0,0,NA,NA,NA,NA +LH1, N,6,2007,7,18,DRY,28,61.72,1.028666667,0,0.2,0.000000667,NA,NA,NA,NA +LH1, N,6,2007,7,18,DRY,33,61.72,1.028666667,0,2.63,0.000008767,NA,NA,NA,NA +LH1, N,6,2007,7,18,DRY,35,61.72,1.028666667,0,3.48,0.0000116,0.3,0.03,NA,NA +LH1, N,6,2007,7,18,DRY,40,61.72,1.028666667,0,3.48,0.0000116,1.29,0.15,NA,NA +LH1, N,6,2007,7,18,DRY,45,0,0,0,3.97,0.000013233,0.39,0.05,NA,NA +LH1, N,6,2007,7,18,DRY,45.67,0,0,0,0,0,NA,NA,NA,NA +LH1, N,6,2007,7,18,WET,0,61.72,1.028666667,0,0,0,NA,NA,NA,NA +LH1, N,6,2007,7,18,WET,4.2,61.72,1.028666667,0,0,0,NA,NA,NA,NA +LH1, N,6,2007,7,18,WET,5,61.72,1.028666667,0,9.6,0.000032,1.72,0.56,NA,NA +LH1, N,6,2007,7,18,WET,6,61.72,1.028666667,0,12.02,0.000040067,0.98,0.4,NA,NA +LH1, N,6,2007,7,18,WET,8,61.72,1.028666667,0,13.13,0.000043767,NA,NA,NA,NA +LH1, N,6,2007,7,18,WET,9,61.72,1.028666667,0,15.44,0.000051467,0.26,0.14,NA,NA +LH1, N,6,2007,7,18,WET,10,61.72,1.028666667,0,16.3,0.000054333,NA,NA,NA,NA +LH1, N,6,2007,7,18,WET,11,61.72,1.028666667,0,16.3,0.000054333,NA,NA,NA,NA +LH1, N,6,2007,7,18,WET,12,61.72,1.028666667,0,16.3,0.000054333,0.34,0.19,0.055,0.02 +LH1, N,6,2007,7,18,WET,14,61.72,1.028666667,0,16.3,0.000054333,NA,NA,NA,NA +LH1, N,6,2007,7,18,WET,17.5,61.72,1.028666667,0,16.3,0.000054333,NA,NA,NA,NA +LH1, N,6,2007,7,18,WET,18,103.63,1.727166667,0,16.3,0.000054333,0.3,0.17,NA,NA +LH1, N,6,2007,7,18,WET,19,103.63,1.727166667,0,31.55,0.000105167,0.38,0.41,NA,NA +LH1, N,6,2007,7,18,WET,20,103.63,1.727166667,0,46.61,0.000155367,0.42,0.67,NA,NA +LH1, N,6,2007,7,18,WET,21,103.63,1.727166667,0,46.61,0.000155367,NA,NA,NA,NA +LH1, N,6,2007,7,18,WET,23,103.63,1.727166667,0,49.19,0.000163967,0.29,0.49,0.074,0.022 +LH1, N,6,2007,7,18,WET,25,103.63,1.727166667,0,49.19,0.000163967,0.19,0.31,NA,NA +LH1, N,6,2007,7,18,WET,27.5,103.63,1.727166667,0,49.19,0.000163967,NA,NA,NA,NA +LH1, N,6,2007,7,18,WET,28,126.23,2.103833333,0,49.19,0.000163967,0.24,0.4,NA,NA +LH1, N,6,2007,7,18,WET,29,126.23,2.103833333,0,55.57,0.000185233,0.24,0.45,NA,NA +LH1, N,6,2007,7,18,WET,30,126.23,2.103833333,0,62.84,0.000209467,0.43,0.92,NA,NA +LH1, N,6,2007,7,18,WET,31,126.23,2.103833333,0,64.82,0.000216067,NA,NA,NA,NA +LH1, N,6,2007,7,18,WET,32,126.23,2.103833333,0,64.82,0.000216067,0.31,0.69,NA,NA +LH1, N,6,2007,7,18,WET,33,126.23,2.103833333,0,64.82,0.000216067,NA,NA,NA,NA +LH1, N,6,2007,7,18,WET,34,126.23,2.103833333,0,64.82,0.000216067,0.36,0.78,0.102,0.026 +LH1, N,6,2007,7,18,WET,35.5,126.23,2.103833333,0,64.82,0.000216067,NA,NA,NA,NA +LH1, N,6,2007,7,18,WET,38.5,126.23,2.103833333,0,64.82,0.000216067,NA,NA,NA,NA +LH1, N,6,2007,7,18,WET,39,152.9,2.548333333,0,64.82,0.000216067,0.28,0.62,NA,NA +LH1, N,6,2007,7,18,WET,40,152.9,2.548333333,0,79.92,0.0002664,0.48,1.31,NA,NA +LH1, N,6,2007,7,18,WET,41,152.9,2.548333333,0,83.48,0.000278267,0.34,0.97,NA,NA +LH1, N,6,2007,7,18,WET,42,152.9,2.548333333,0,83.48,0.000278267,NA,NA,NA,NA +LH1, N,6,2007,7,18,WET,44,152.9,2.548333333,0,83.48,0.000278267,0.29,0.83,0.11,0.027 +LH1, N,6,2007,7,18,WET,45,152.9,2.548333333,0,83.48,0.000278267,0.26,0.75,NA,NA +LH1, N,6,2007,7,18,WET,48.66,152.9,2.548333333,0,83.48,0.000278267,NA,NA,NA,NA +LH1, N,6,2007,7,18,WET,49,179.57,2.992833333,0,83.48,0.000278267,0.31,0.88,NA,NA +LH1, N,6,2007,7,18,WET,50,179.57,2.992833333,0,93.52,0.000311733,0.28,0.91,NA,NA +LH1, N,6,2007,7,18,WET,51,179.57,2.992833333,0,98,0.000326667,NA,NA,NA,NA +LH1, N,6,2007,7,18,WET,52,179.57,2.992833333,0,98,0.000326667,NA,NA,NA,NA +LH1, N,6,2007,7,18,WET,53,179.57,2.992833333,0,98,0.000326667,0.27,0.91,0.124,0.031 +LH1, N,6,2007,7,18,WET,54,179.57,2.992833333,0,98,0.000326667,0.32,1.06,NA,NA +LH1, N,6,2007,7,18,WET,56.83,179.57,2.992833333,0,98,0.000326667,NA,NA,NA,NA +LH1, N,6,2007,7,18,WET,57,0,0,0,98,0.000326667,0.21,0.71,NA,NA +LH1, N,6,2007,7,18,WET,57.25,0,0,0,75.01,0.000250033,0.12,0.3,NA,NA +LH1, N,6,2007,7,18,WET,57.5,0,0,0,63.33,0.0002111,NA,NA,NA,NA +LH1, N,6,2007,7,18,WET,57.75,0,0,0,45.71,0.000152367,NA,NA,NA,NA +LH1, N,6,2007,7,18,WET,58,0,0,0,27.49,0.000091633,NA,NA,NA,NA +LH1, N,6,2007,7,18,WET,58.25,0,0,0,14.06,0.000046867,NA,NA,NA,NA +LH1, N,6,2007,7,18,WET,59.25,0,0,0,0,0,NA,NA,NA,NA +Ta,B ,1,2007,6,19,DRY,0,61.72,1.028666667,0,0,0,NA,NA,NA,NA +Ta,B ,1,2007,6,19,DRY,45,0,0,0,0,0,NA,NA,NA,NA +Ta,B ,1,2007,6,19,WET,0,61.72,1.028666667,0,0,0,NA,NA,NA,NA +Ta,B ,1,2007,6,19,WET,3.5,61.72,1.028666667,0,0,0,NA,NA,NA,NA +Ta,B ,1,2007,6,19,WET,5,61.72,1.028666667,0,1.57,0.000005233,0.28,0.01,NA,NA +Ta,B ,1,2007,6,19,WET,7,61.72,1.028666667,0,4.8,0.000016,0.3,0.04,NA,NA +Ta,B ,1,2007,6,19,WET,9,61.72,1.028666667,0,11.36,0.000037867,0.3,0.11,NA,NA +Ta,B ,1,2007,6,19,WET,10,61.72,1.028666667,0,11.36,0.000037867,NA,NA,NA,NA +Ta,B ,1,2007,6,19,WET,12,61.72,1.028666667,0,16.59,0.0000553,0.25,0.14,NA,NA +Ta,B ,1,2007,6,19,WET,14,61.72,1.028666667,0,18.97,0.000063233,0.3,0.19,NA,NA +Ta,B ,1,2007,6,19,WET,15,61.72,1.028666667,0,18.97,0.000063233,NA,NA,NA,NA +Ta,B ,1,2007,6,19,WET,17,0,0,0,16.17,0.0000539,NA,NA,NA,NA +Ta,B ,1,2007,6,19,WET,17.5,0,0,0,9.8,0.000032667,NA,NA,NA,NA +Ta,B ,1,2007,6,19,WET,18,0,0,0,5.82,0.0000194,NA,NA,NA,NA +Ta,B ,1,2007,6,19,WET,19.5,0,0,0,0,0,NA,NA,NA,NA +Ta,B ,1,2007,6,19,WET,28,103.63,1.727166667,0,0,0,NA,NA,NA,NA +Ta,B ,1,2007,6,19,WET,30,103.63,1.727166667,0,0,0,NA,NA,NA,NA +Ta,B ,1,2007,6,19,WET,31,103.63,1.727166667,0,15.97,0.000053233,0.75,0.4,NA,NA +Ta,B ,1,2007,6,19,WET,32,103.63,1.727166667,0,34.43,0.000114767,1.16,1.35,NA,NA +Ta,B ,1,2007,6,19,WET,33,103.63,1.727166667,0,45.95,0.000153167,0.74,1.15,NA,NA +Ta,B ,1,2007,6,19,WET,34,103.63,1.727166667,0,45.95,0.000153167,NA,NA,NA,NA +Ta,B ,1,2007,6,19,WET,36,103.63,1.727166667,0,49.94,0.000166467,0.37,0.63,NA,NA +Ta,B ,1,2007,6,19,WET,38,103.63,1.727166667,0,49.94,0.000166467,0.44,0.75,NA,NA +Ta,B ,1,2007,6,19,WET,39,103.63,1.727166667,0,49.94,0.000166467,NA,NA,0.062,0.02 +Ta,B ,1,2007,6,19,WET,41,103.63,1.727166667,0,49.94,0.000166467,0.27,0.45,NA,NA +Ta,B 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N,1,2006,11,7,WET,39,129.28,2.154666667,0,100.84,0.000336133,0.04,0.15,NA,NA +ER4G, N,1,2006,11,7,WET,40,129.28,2.154666667,0,115.97,0.000386567,0.06,0.24,NA,NA +ER4G, N,1,2006,11,7,WET,41,129.28,2.154666667,0,129.27,0.0004309,0.05,0.24,NA,NA +ER4G, N,1,2006,11,7,WET,42,129.28,2.154666667,0,129.27,0.0004309,NA,NA,NA,NA +ER4G, N,1,2006,11,7,WET,43,129.28,2.154666667,0,129.27,0.0004309,NA,NA,NA,NA +ER4G, N,1,2006,11,7,WET,44,129.28,2.154666667,0,129.27,0.0004309,NA,NA,NA,NA +ER4G, N,1,2006,11,7,WET,45,129.28,2.154666667,0,129.27,0.0004309,0.06,0.28,NA,NA +ER4G, N,1,2006,11,7,WET,46,129.28,2.154666667,0,129.27,0.0004309,0.06,0.27,NA,NA +ER4G, N,1,2006,11,7,WET,47.25,129.28,2.154666667,0,129.27,0.0004309,NA,NA,0.06,0.02 +ER4G, N,1,2006,11,7,WET,48,129.28,2.154666667,0,129.27,0.0004309,NA,NA,NA,NA +ER4G, N,1,2006,11,7,WET,49,129.28,2.154666667,0,129.27,0.0004309,NA,NA,NA,NA +ER4G, N,1,2006,11,7,WET,51.5,129.28,2.154666667,0,131.32,0.000437733,NA,NA,NA,NA +ER4G, N,1,2006,11,7,WET,52.25,159.76,2.662666667,0,129.27,0.0004309,0.06,0.28,NA,NA +ER4G, N,1,2006,11,7,WET,53,159.76,2.662666667,0,143.62,0.000478733,0.09,0.45,NA,NA +ER4G, N,1,2006,11,7,WET,54,159.76,2.662666667,0,154.3,0.000514333,0.07,0.37,NA,NA +ER4G, N,1,2006,11,7,WET,55.5,159.76,2.662666667,0,156.9,0.000523,0.06,0.34,NA,NA +ER4G, N,1,2006,11,7,WET,56,159.76,2.662666667,0,156.9,0.000523,NA,NA,NA,NA +ER4G, N,1,2006,11,7,WET,57,159.76,2.662666667,0,156.9,0.000523,0.07,0.4,NA,NA +ER4G, N,1,2006,11,7,WET,59,159.76,2.662666667,0,156.9,0.000523,0.06,0.34,NA,NA +ER4G, N,1,2006,11,7,WET,60,159.76,2.662666667,0,156.9,0.000523,NA,NA,0.065,0.023 +ER4G, N,1,2006,11,7,WET,61,159.76,2.662666667,0,156.9,0.000523,NA,NA,NA,NA +ER4G, N,1,2006,11,7,WET,61.5,159.76,2.662666667,0,156.9,0.000523,NA,NA,NA,NA +ER4G, N,1,2006,11,7,WET,64,159.76,2.662666667,0,152.36,0.000507867,NA,NA,NA,NA +ER4G, N,1,2006,11,7,WET,65,180.84,3.014,0,152.36,0.000507867,0.05,0.29,NA,NA +ER4G, 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N,1,2006,11,7,WET,80.5,0,0,0,24.97,0.000083233,NA,NA,NA,NA +ER4G, N,1,2006,11,7,WET,81,0,0,0,14.79,0.0000493,NA,NA,NA,NA +ER4G, N,1,2006,11,7,WET,83,0,0,0,0,0,NA,NA,NA,NA +ER4G, N,1,2006,11,7,WET2,0,51.05,0.850833333,0,0,0,NA,NA,NA,NA +ER4G, N,1,2006,11,7,WET2,2.333,51.05,0.850833333,0,0,0,NA,NA,NA,NA +ER4G, N,1,2006,11,7,WET2,3,51.05,0.850833333,0,6.6,0.000022,NA,NA,NA,NA +ER4G, N,1,2006,11,7,WET2,4,51.05,0.850833333,0,27.11,0.000090367,0.06,0.05,NA,NA +ER4G, N,1,2006,11,7,WET2,5,51.05,0.850833333,0,37.44,0.0001248,0.04,0.06,NA,NA +ER4G, N,1,2006,11,7,WET2,6,51.05,0.850833333,0,43.19,0.000143967,0.04,0.06,NA,NA +ER4G, N,1,2006,11,7,WET2,7,51.05,0.850833333,0,44.08,0.000146933,NA,NA,NA,NA +ER4G, N,1,2006,11,7,WET2,8,51.05,0.850833333,0,44.82,0.0001494,NA,NA,NA,NA +ER4G, N,1,2006,11,7,WET2,9,51.05,0.850833333,0,44.82,0.0001494,NA,NA,NA,NA +ER4G, N,1,2006,11,7,WET2,11,51.05,0.850833333,0,46.91,0.000156367,0.03,0.05,NA,NA +ER4G, N,1,2006,11,7,WET2,13,25.14,0.419,0,46.91,0.000156367,0.03,0.05,NA,NA +ER4G, N,1,2006,11,7,WET2,14,25.14,0.419,0,37.72,0.000125733,0.01,0.02,NA,NA +ER4G, N,1,2006,11,7,WET2,15,25.14,0.419,0,28.91,0.000096367,NA,NA,NA,NA +ER4G, N,1,2006,11,7,WET2,16,25.14,0.419,0,23.24,0.000077467,NA,NA,NA,NA +ER4G, N,1,2006,11,7,WET2,17,25.14,0.419,0,21.44,0.000071467,NA,NA,NA,NA +ER4G, N,1,2006,11,7,WET2,18,25.14,0.419,0,20.61,0.0000687,NA,NA,NA,NA +ER4G, N,1,2006,11,7,WET2,19,25.14,0.419,0,19.57,0.000065233,NA,NA,NA,NA +ER4G, N,1,2006,11,7,WET2,20,0,0,0,19.57,0.000065233,0.01,0,NA,NA +ER4G, N,1,2006,11,7,WET2,20.7666,0,0,0,15.44,0.000051467,NA,NA,NA,NA +ER4G, N,1,2006,11,7,WET2,21,0,0,0,12.82,0.000042733,NA,NA,NA,NA +ER4G, N,1,2006,11,7,WET2,21.5,0,0,0,9.42,0.0000314,NA,NA,NA,NA +ER4G, N,1,2006,11,7,WET2,24.35,0,0,0,0,0,NA,NA,NA,NA +ER4G, N,2,2006,11,7,DRY,0,64.77,1.0795,0,0,0,NA,NA,NA,NA +ER4G, N,2,2006,11,7,DRY,3.3666,64.77,1.0795,0,0,0,NA,NA,NA,NA +ER4G, N,2,2006,11,7,DRY,5,64.77,1.0795,0,6.77,0.000022567,NA,NA,NA,NA +ER4G, N,2,2006,11,7,DRY,6,64.77,1.0795,0,18.13,0.000060433,0.45,0.28,NA,NA +ER4G, N,2,2006,11,7,DRY,7,64.77,1.0795,0,28.6,0.000095333,0.53,0.51,NA,NA +ER4G, N,2,2006,11,7,DRY,8,64.77,1.0795,0,35.09,0.000116967,0.41,0.49,NA,NA +ER4G, N,2,2006,11,7,DRY,9,64.77,1.0795,0,38.69,0.000128967,0.38,0.5,NA,NA +ER4G, N,2,2006,11,7,DRY,10,64.77,1.0795,0,38.42,0.000128067,0.23,0.3,NA,NA +ER4G, N,2,2006,11,7,DRY,11,64.77,1.0795,0,39.1,0.000130333,0.3,0.4,NA,NA +ER4G, N,2,2006,11,7,DRY,12,64.77,1.0795,0,41.15,0.000137167,NA,NA,NA,NA +ER4G, N,2,2006,11,7,DRY,13,64.77,1.0795,0,41.15,0.000137167,NA,NA,NA,NA +ER4G, N,2,2006,11,7,DRY,14,64.77,1.0795,0,42.96,0.0001432,0.38,0.55,NA,NA +ER4G, N,2,2006,11,7,DRY,15,64.77,1.0795,0,42.96,0.0001432,0.34,0.5,NA,NA +ER4G, N,2,2006,11,7,DRY,20,64.77,1.0795,0,45.78,0.0001526,NA,NA,NA,NA +ER4G, N,2,2006,11,7,DRY,25,64.77,1.0795,0,53.1,0.000177,0.37,0.66,NA,NA +ER4G, 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N,2,2006,11,7,WET,48,129.28,2.154666667,0,115.33,0.000384433,NA,NA,NA,NA +ER4G, N,2,2006,11,7,WET,49,159.76,2.662666667,0,115.33,0.000384433,0.15,0.61,NA,NA +ER4G, N,2,2006,11,7,WET,50,159.76,2.662666667,0,132.74,0.000442467,0.23,1.07,NA,NA +ER4G, N,2,2006,11,7,WET,51,159.76,2.662666667,0,142.04,0.000473467,0.21,1.04,NA,NA +ER4G, N,2,2006,11,7,WET,52,159.76,2.662666667,0,148,0.000493333,0.21,1.08,NA,NA +ER4G, N,2,2006,11,7,WET,53,159.76,2.662666667,0,148,0.000493333,NA,NA,NA,NA +ER4G, N,2,2006,11,7,WET,55,159.76,2.662666667,0,148,0.000493333,0.21,1.05,NA,NA +ER4G, N,2,2006,11,7,WET,57,159.76,2.662666667,0,148,0.000493333,0.23,1.16,NA,NA +ER4G, N,2,2006,11,7,WET,58,159.76,2.662666667,0,148,0.000493333,NA,NA,0.088,0.026 +ER4G, N,2,2006,11,7,WET,59,159.76,2.662666667,0,148,0.000493333,NA,NA,NA,NA +ER4G, N,2,2006,11,7,WET,60,159.76,2.662666667,0,148,0.000493333,NA,NA,NA,NA +ER4G, N,2,2006,11,7,WET,61,159.76,2.662666667,0,148,0.000493333,NA,NA,NA,NA +ER4G, N,2,2006,11,7,WET,62,159.76,2.662666667,0,143.68,0.000478933,NA,NA,NA,NA +ER4G, N,2,2006,11,7,WET,63,180.84,3.014,0,143.68,0.000478933,0.19,0.95,NA,NA +ER4G, N,2,2006,11,7,WET,64,180.84,3.014,0,162.28,0.000540933,0.17,0.95,NA,NA +ER4G, N,2,2006,11,7,WET,65,180.84,3.014,0,163.56,0.0005452,0.2,1.14,NA,NA +ER4G, N,2,2006,11,7,WET,66,180.84,3.014,0,163.56,0.0005452,0.16,0.9,NA,NA +ER4G, N,2,2006,11,7,WET,68,180.84,3.014,0,163.56,0.0005452,0.18,1.04,NA,NA +ER4G, N,2,2006,11,7,WET,70,180.84,3.014,0,163.56,0.0005452,0.18,1,NA,NA +ER4G, N,2,2006,11,7,WET,71,180.84,3.014,0,163.56,0.0005452,NA,NA,0.094,0.027 +ER4G, N,2,2006,11,7,WET,72,180.84,3.014,0,163.56,0.0005452,NA,NA,NA,NA +ER4G, N,2,2006,11,7,WET,73,180.84,3.014,0,163.56,0.0005452,NA,NA,NA,NA +ER4G, N,2,2006,11,7,WET,74,180.84,3.014,0,163.56,0.0005452,NA,NA,NA,NA +ER4G, N,2,2006,11,7,WET,75,180.84,3.014,0,159.52,0.000531733,NA,NA,NA,NA +ER4G, N,2,2006,11,7,WET,76,180.84,3.014,0,161.86,0.000539533,0.14,0.81,NA,NA +ER4G, N,2,2006,11,7,WET,76.5,0,0,0,123.25,0.000410833,0.06,0.27,NA,NA +ER4G, N,2,2006,11,7,WET,77,0,0,0,68.38,0.000227933,NA,NA,NA,NA +ER4G, N,2,2006,11,7,WET,77.5,0,0,0,33.78,0.0001126,NA,NA,NA,NA +ER4G, N,2,2006,11,7,WET,78,0,0,0,16.56,0.0000552,NA,NA,NA,NA +ER4G, N,2,2006,11,7,WET,78.5,0,0,0,9.32,0.000031067,NA,NA,NA,NA +ER4G, N,2,2006,11,7,WET,80.2333,0,0,0,0,0,NA,NA,NA,NA +ER4G, N,2,2006,11,7,WET2,0,51.05,0.850833333,0,0,0,NA,NA,NA,NA +ER4G, N,2,2006,11,7,WET2,1.333,51.05,0.850833333,0,0,0,NA,NA,NA,NA +ER4G, N,2,2006,11,7,WET2,2,51.05,0.850833333,0,10.2,0.000034,NA,NA,NA,NA +ER4G, N,2,2006,11,7,WET2,3,51.05,0.850833333,0,28.48,0.000094933,0.09,0.09,NA,NA +ER4G, N,2,2006,11,7,WET2,4,51.05,0.850833333,0,35.75,0.000119167,0.09,0.12,NA,NA +ER4G, N,2,2006,11,7,WET2,5,51.05,0.850833333,0,39.37,0.000131233,0.09,0.12,NA,NA +ER4G, N,2,2006,11,7,WET2,6,51.05,0.850833333,0,39.37,0.000131233,NA,NA,NA,NA +ER4G, N,2,2006,11,7,WET2,8,51.05,0.850833333,0,41.84,0.000139467,0.13,0.19,NA,NA +ER4G, 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N,3,2006,11,1,DRY,9,64.77,1.0795,0,42.32,0.000141067,0.21,0.3,NA,NA +ER4S, N,3,2006,11,1,DRY,10,64.77,1.0795,0,44.23,0.000147433,0.17,0.26,NA,NA +ER4S, N,3,2006,11,1,DRY,12,64.77,1.0795,0,50.11,0.000167033,0.12,0.21,NA,NA +ER4S, N,3,2006,11,1,DRY,15,64.77,1.0795,0,50.11,0.000167033,NA,NA,NA,NA +ER4S, N,3,2006,11,1,DRY,20,64.77,1.0795,0,50.11,0.000167033,NA,NA,NA,NA +ER4S, N,3,2006,11,1,DRY,25,64.77,1.0795,0,54.15,0.0001805,0.07,0.14,NA,NA +ER4S, N,3,2006,11,1,DRY,30,64.77,1.0795,0,55.41,0.0001847,NA,NA,NA,NA +ER4S, N,3,2006,11,1,DRY,35,64.77,1.0795,0,55.41,0.0001847,0.07,0.13,NA,NA +ER4S, N,3,2006,11,1,DRY,40,64.77,1.0795,0,55.41,0.0001847,NA,NA,NA,NA +ER4S, N,3,2006,11,1,DRY,45,0,0,0,55.41,0.0001847,0.04,0.09,NA,NA +ER4S, N,3,2006,11,1,DRY,45.25,0,0,0,50.88,0.0001696,0.02,0.04,NA,NA +ER4S, N,3,2006,11,1,DRY,45.5,0,0,0,46.61,0.000155367,NA,NA,NA,NA +ER4S, N,3,2006,11,1,DRY,45.75,0,0,0,42.17,0.000140567,NA,NA,NA,NA +ER4S, N,3,2006,11,1,DRY,46,0,0,0,38.01,0.0001267,NA,NA,NA,NA +ER4S, N,3,2006,11,1,DRY,46.5,0,0,0,25.72,0.000085733,NA,NA,NA,NA +ER4S, N,3,2006,11,1,DRY,47,0,0,0,18.53,0.000061767,NA,NA,NA,NA +ER4S, N,3,2006,11,1,DRY,47.5,0,0,0,10.93,0.000036433,NA,NA,NA,NA +ER4S, N,3,2006,11,1,DRY,48.8333,0,0,0,0,0,NA,NA,NA,NA +ER4S, N,3,2006,11,1,WET,0,64.77,1.0795,0,0,0,NA,NA,NA,NA +ER4S, N,3,2006,11,1,WET,3.4,64.77,1.0795,0,0,0,NA,NA,NA,NA +ER4S, N,3,2006,11,1,WET,4,64.77,1.0795,0,36.74,0.000122467,0.16,0.2,NA,NA +ER4S, N,3,2006,11,1,WET,5,64.77,1.0795,0,50.41,0.000168033,0.07,0.13,NA,NA +ER4S, N,3,2006,11,1,WET,6,64.77,1.0795,0,55.41,0.0001847,0.05,0.09,NA,NA +ER4S, N,3,2006,11,1,WET,7,64.77,1.0795,0,55.41,0.0001847,0.06,0.11,NA,NA +ER4S, N,3,2006,11,1,WET,9,64.77,1.0795,0,57.16,0.000190533,0.04,0.08,NA,NA +ER4S, N,3,2006,11,1,WET,10,64.77,1.0795,0,57.16,0.000190533,NA,NA,NA,NA +ER4S, N,3,2006,11,1,WET,12,64.77,1.0795,0,57.16,0.000190533,0.03,0.07,NA,NA +ER4S, N,3,2006,11,1,WET,14,64.77,1.0795,0,57.16,0.000190533,0.04,0.08,NA,NA +ER4S, N,3,2006,11,1,WET,15,64.77,1.0795,0,57.16,0.000190533,0.05,0.09,0.067,NA +ER4S, N,3,2006,11,1,WET,16,64.77,1.0795,0,57.16,0.000190533,NA,NA,NA,NA +ER4S, N,3,2006,11,1,WET,17,64.77,1.0795,0,57.16,0.000190533,0.06,0.12,NA,NA +ER4S, N,3,2006,11,1,WET,20,64.77,1.0795,0,57.16,0.000190533,NA,NA,NA,NA +ER4S, N,3,2006,11,1,WET,21,64.77,1.0795,0,57.16,0.000190533,NA,NA,NA,NA +ER4S, N,3,2006,11,1,WET,22,102.1,1.701666667,0,57.16,0.000190533,0.04,0.08,NA,NA +ER4S, N,3,2006,11,1,WET,23.5,102.1,1.701666667,0,84.02,0.000280067,0.11,0.31,NA,NA +ER4S, N,3,2006,11,1,WET,25,102.1,1.701666667,0,96.13,0.000320433,0.08,0.27,NA,NA +ER4S, N,3,2006,11,1,WET,26,102.1,1.701666667,0,97.07,0.000323567,NA,NA,NA,NA +ER4S, N,3,2006,11,1,WET,27,102.1,1.701666667,0,97.07,0.000323567,0.04,0.15,NA,NA +ER4S, N,3,2006,11,1,WET,29,102.1,1.701666667,0,101.03,0.000336767,0.04,0.15,NA,NA +ER4S, N,3,2006,11,1,WET,30,102.1,1.701666667,0,96.69,0.0003223,NA,NA,NA,NA +ER4S, N,3,2006,11,1,WET,31.75,102.1,1.701666667,0,96.69,0.0003223,0.05,0.16,0.095,NA +ER4S, N,3,2006,11,1,WET,32.5,102.1,1.701666667,0,96.69,0.0003223,NA,NA,NA,NA +ER4S, N,3,2006,11,1,WET,33,102.1,1.701666667,0,96.69,0.0003223,0.07,0.23,NA,NA +ER4S, N,3,2006,11,1,WET,34,102.1,1.701666667,0,96.69,0.0003223,NA,NA,NA,NA +ER4S, N,3,2006,11,1,WET,36,102.1,1.701666667,0,96.69,0.0003223,NA,NA,NA,NA +ER4S, N,3,2006,11,1,WET,38,102.1,1.701666667,0,96.69,0.0003223,NA,NA,NA,NA +ER4S, N,3,2006,11,1,WET,39,129.28,2.154666667,0,96.69,0.0003223,0.05,0.16,NA,NA +ER4S, N,3,2006,11,1,WET,40,129.28,2.154666667,0,108.71,0.000362367,0.06,0.24,NA,NA +ER4S, N,3,2006,11,1,WET,41,129.28,2.154666667,0,115.97,0.000386567,0.04,0.18,NA,NA +ER4S, N,3,2006,11,1,WET,42,129.28,2.154666667,0,115.97,0.000386567,0.05,0.2,NA,NA +ER4S, N,3,2006,11,1,WET,44,129.28,2.154666667,0,115.97,0.000386567,0.05,0.2,NA,NA +ER4S, N,3,2006,11,1,WET,46,129.28,2.154666667,0,115.97,0.000386567,0.05,0.19,NA,NA +ER4S, N,3,2006,11,1,WET,47,129.28,2.154666667,0,115.97,0.000386567,0.04,0.19,0.104,NA +ER4S, N,3,2006,11,1,WET,48,129.28,2.154666667,0,115.97,0.000386567,NA,NA,NA,NA +ER4S, N,3,2006,11,1,WET,48.3,129.28,2.154666667,0,115.97,0.000386567,0.05,0.23,NA,NA +ER4S, N,3,2006,11,1,WET,50,129.28,2.154666667,0,115.97,0.000386567,NA,NA,NA,NA +ER4S, N,3,2006,11,1,WET,51,129.28,2.154666667,0,115.97,0.000386567,NA,NA,NA,NA +ER4S, N,3,2006,11,1,WET,52,159.76,2.662666667,0,115.97,0.000386567,0.04,0.17,NA,NA +ER4S, N,3,2006,11,1,WET,53,159.76,2.662666667,0,143.83,0.000479433,0.05,0.26,NA,NA +ER4S, N,3,2006,11,1,WET,54,159.76,2.662666667,0,147.23,0.000490767,0.06,0.31,NA,NA +ER4S, N,3,2006,11,1,WET,55.5,159.76,2.662666667,0,147.23,0.000490767,NA,NA,NA,NA +ER4S, N,3,2006,11,1,WET,57,159.76,2.662666667,0,147.23,0.000490767,0.05,0.25,NA,NA +ER4S, N,3,2006,11,1,WET,59,159.76,2.662666667,0,147.23,0.000490767,0.05,0.25,NA,NA +ER4S, N,3,2006,11,1,WET,60,159.76,2.662666667,0,147.23,0.000490767,0.04,0.22,0.107,NA +ER4S, N,3,2006,11,1,WET,61,159.76,2.662666667,0,147.23,0.000490767,0.06,0.34,NA,NA +ER4S, N,3,2006,11,1,WET,62,159.76,2.662666667,0,147.23,0.000490767,NA,NA,NA,NA +ER4S, N,3,2006,11,1,WET,67,159.76,2.662666667,0,147.23,0.000490767,NA,NA,NA,NA +ER4S, N,3,2006,11,1,WET,69,180.84,3.014,0,147.23,0.000490767,0.05,0.28,NA,NA +ER4S, N,3,2006,11,1,WET,70,180.84,3.014,0,159.29,0.000530967,0.04,0.25,NA,NA +ER4S, N,3,2006,11,1,WET,71,180.84,3.014,0,165.21,0.0005507,0.01,0.1,NA,NA +ER4S, N,3,2006,11,1,WET,72,180.84,3.014,0,166.1,0.000553667,NA,NA,NA,NA +ER4S, N,3,2006,11,1,WET,73,180.84,3.014,0,166.1,0.000553667,0.04,0.27,NA,NA +ER4S, N,3,2006,11,1,WET,75,180.84,3.014,0,166.1,0.000553667,0.04,0.25,NA,NA +ER4S, N,3,2006,11,1,WET,77,180.84,3.014,0,166.1,0.000553667,0.04,0.22,NA,NA +ER4S, N,3,2006,11,1,WET,78,180.84,3.014,0,166.1,0.000553667,0.04,0.26,0.118,NA +ER4S, N,3,2006,11,1,WET,79,180.84,3.014,0,166.1,0.000553667,0.06,0.36,NA,NA +ER4S, N,3,2006,11,1,WET,80,180.84,3.014,0,166.1,0.000553667,NA,NA,NA,NA +ER4S, N,3,2006,11,1,WET,82.5,180.84,3.014,0,166.1,0.000553667,NA,NA,NA,NA +ER4S, N,3,2006,11,1,WET,83,0,0,0,166.1,0.000553667,0.04,0.22,NA,NA +ER4S, N,3,2006,11,1,WET,83.5,0,0,0,122.36,0.000407867,0.01,0.06,NA,NA +ER4S, N,3,2006,11,1,WET,84,0,0,0,84.56,0.000281867,NA,NA,NA,NA +ER4S, N,3,2006,11,1,WET,84.5,0,0,0,39.43,0.000131433,NA,NA,NA,NA +ER4S, N,3,2006,11,1,WET,85,0,0,0,20.61,0.0000687,NA,NA,NA,NA +ER4S, N,3,2006,11,1,WET,85.5,0,0,0,12.21,0.0000407,NA,NA,NA,NA +ER4S, N,3,2006,11,1,WET,87,0,0,0,0,0,NA,NA,NA,NA +ER4S, N,3,2006,11,1,WET2,0,51.05,0.850833333,0,0,0,NA,NA,NA,NA +ER4S, N,3,2006,11,1,WET2,2.91666,51.05,0.850833333,0,0,0,NA,NA,NA,NA +ER4S, N,3,2006,11,1,WET2,4,51.05,0.850833333,0,21.56,0.000071867,0.08,0.06,NA,NA +ER4S, N,3,2006,11,1,WET2,5,51.05,0.850833333,0,31.01,0.000103367,0.06,0.06,NA,NA +ER4S, N,3,2006,11,1,WET2,6,51.05,0.850833333,0,33.57,0.0001119,0.09,0.1,NA,NA +ER4S, N,3,2006,11,1,WET2,7,51.05,0.850833333,0,33.57,0.0001119,NA,NA,NA,NA +ER4S, N,3,2006,11,1,WET2,9,51.05,0.850833333,0,34.25,0.000114167,0.05,0.06,NA,NA +ER4S, N,3,2006,11,1,WET2,11,51.05,0.850833333,0,34.25,0.000114167,0.05,0.06,NA,NA +ER4S, N,3,2006,11,1,WET2,12,51.05,0.850833333,0,26.98,0.000089933,0.03,0.03,NA,NA +ER4S, N,3,2006,11,1,WET2,13,51.05,0.850833333,0,18.76,0.000062533,NA,NA,NA,NA +ER4S, N,3,2006,11,1,WET2,14,51.05,0.850833333,0,14.9,0.000049667,NA,NA,NA,NA +ER4S, N,3,2006,11,1,WET2,16,51.05,0.850833333,0,13.43,0.000044767,0.02,0.01,NA,NA +ER4S, N,3,2006,11,1,WET2,18,0,0,0,12.21,0.0000407,0.04,0.01,NA,NA +ER4S, N,3,2006,11,1,WET2,18.5,0,0,0,11.13,0.0000371,NA,NA,NA,NA +ER4S, N,3,2006,11,1,WET2,20.91666,0,0,0,0,0,NA,NA,NA,NA +ER4S, N,4,2006,11,1,DRY,0,64.77,1.0795,0,0,0,NA,NA,NA,NA +ER4S, N,4,2006,11,1,DRY,3.4666,64.77,1.0795,0,0,0,NA,NA,NA,NA +ER4S, N,4,2006,11,1,DRY,5,64.77,1.0795,0,17.39,0.000057967,NA,NA,NA,NA +ER4S, N,4,2006,11,1,DRY,7,64.77,1.0795,0,37.88,0.000126267,0.54,0.69,NA,NA +ER4S, N,4,2006,11,1,DRY,9,64.77,1.0795,0,46.5,0.000155,0.35,0.55,NA,NA +ER4S, N,4,2006,11,1,DRY,10,64.77,1.0795,0,46.5,0.000155,0.33,0.52,NA,NA +ER4S, N,4,2006,11,1,DRY,12.5,64.77,1.0795,0,52.5,0.000175,NA,NA,NA,NA +ER4S, N,4,2006,11,1,DRY,15,64.77,1.0795,0,55.81,0.000186033,0.43,0.82,NA,NA +ER4S, N,4,2006,11,1,DRY,17,64.77,1.0795,0,55.81,0.000186033,NA,NA,NA,NA +ER4S, N,4,2006,11,1,DRY,19.25,64.77,1.0795,0,56.88,0.0001896,NA,NA,NA,NA +ER4S, N,4,2006,11,1,DRY,25,64.77,1.0795,0,57.65,0.000192167,0.34,0.66,NA,NA +ER4S, N,4,2006,11,1,DRY,30,64.77,1.0795,0,57.65,0.000192167,NA,NA,NA,NA +ER4S, N,4,2006,11,1,DRY,35,64.77,1.0795,0,60.28,0.000200933,0.27,0.55,NA,NA +ER4S, N,4,2006,11,1,DRY,40,64.77,1.0795,0,60.28,0.000200933,NA,NA,NA,NA +ER4S, N,4,2006,11,1,DRY,45,0,0,0,60.28,0.000200933,0.28,0.58,NA,NA +ER4S, N,4,2006,11,1,DRY,45.5,0,0,0,46.21,0.000154033,0.05,0.09,NA,NA +ER4S, N,4,2006,11,1,DRY,46,0,0,0,27.5,0.000091667,NA,NA,NA,NA +ER4S, N,4,2006,11,1,DRY,46.5,0,0,0,15.63,0.0000521,NA,NA,NA,NA +ER4S, N,4,2006,11,1,DRY,47,0,0,0,8.81,0.000029367,NA,NA,NA,NA +ER4S, N,4,2006,11,1,DRY,47.91666,0,0,0,0,0,NA,NA,NA,NA +ER4S, N,4,2006,11,1,WET,0,64.77,1.0795,0,0,0,NA,NA,NA,NA +ER4S, N,4,2006,11,1,WET,1.38333,64.77,1.0795,0,0,0,NA,NA,NA,NA +ER4S, N,4,2006,11,1,WET,2,64.77,1.0795,0,5.56,0.000018533,0.68,0.12,NA,NA +ER4S, N,4,2006,11,1,WET,3,64.77,1.0795,0,37.21,0.000124033,0.38,0.47,NA,NA +ER4S, N,4,2006,11,1,WET,4,64.77,1.0795,0,53.4,0.000178,0.32,0.59,NA,NA +ER4S, N,4,2006,11,1,WET,5,64.77,1.0795,0,57.8,0.000192667,NA,NA,NA,NA +ER4S, N,4,2006,11,1,WET,6,64.77,1.0795,0,61.68,0.0002056,0.29,0.62,NA,NA +ER4S, N,4,2006,11,1,WET,7.5,64.77,1.0795,0,61.68,0.0002056,NA,NA,NA,NA +ER4S, N,4,2006,11,1,WET,9,64.77,1.0795,0,61.53,0.0002051,0.23,0.49,NA,NA +ER4S, N,4,2006,11,1,WET,11,64.77,1.0795,0,61.53,0.0002051,0.2,0.42,NA,NA +ER4S, N,4,2006,11,1,WET,12,64.77,1.0795,0,61.53,0.0002051,0.21,0.45,0.091,0.025 +ER4S, N,4,2006,11,1,WET,13,64.77,1.0795,0,61.53,0.0002051,0.19,0.4,NA,NA +ER4S, N,4,2006,11,1,WET,14,64.77,1.0795,0,61.53,0.0002051,NA,NA,NA,NA +ER4S, N,4,2006,11,1,WET,15.5,64.77,1.0795,0,61.37,0.000204567,NA,NA,NA,NA +ER4S, N,4,2006,11,1,WET,16.5,102.1,1.701666667,0,61.37,0.000204567,0.21,0.43,NA,NA +ER4S, N,4,2006,11,1,WET,17,102.1,1.701666667,0,73.8,0.000246,0.28,0.71,NA,NA +ER4S, N,4,2006,11,1,WET,18,102.1,1.701666667,0,95.63,0.000318767,0.35,1.13,NA,NA +ER4S, N,4,2006,11,1,WET,19,102.1,1.701666667,0,100.35,0.0003345,NA,NA,NA,NA +ER4S, N,4,2006,11,1,WET,20,102.1,1.701666667,0,100.35,0.0003345,0.22,0.76,NA,NA +ER4S, N,4,2006,11,1,WET,22,102.1,1.701666667,0,99.81,0.0003327,0.22,0.77,NA,NA +ER4S, N,4,2006,11,1,WET,24,102.1,1.701666667,0,96.17,0.000320567,0.2,0.66,NA,NA +ER4S, N,4,2006,11,1,WET,25,102.1,1.701666667,0,96.17,0.000320567,0.22,0.72,0.108,0.029 +ER4S, 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,4,2005,7,27,WET2,67.5,0,0,0,0,0,NA,NA,NA,NA +Ab,B ,1,2004,7,28,WET,0,63.5,1.058333333,0,0,0,NA,NA,NA,NA +Ab,B ,1,2004,7,28,WET,1.7,63.5,1.058333333,0,0,0,NA,NA,NA,NA +Ab,B ,1,2004,7,28,WET,2.5,63.5,1.058333333,0,29.7,0.000099,NA,NA,NA,NA +Ab,B ,1,2004,7,28,WET,3,63.5,1.058333333,0,42.67,0.000142233,1.46,2.12,NA,NA +Ab,B ,1,2004,7,28,WET,3.5,63.5,1.058333333,0,49.82,0.000166067,NA,NA,NA,NA +Ab,B ,1,2004,7,28,WET,4,63.5,1.058333333,0,49.82,0.000166067,0.92,1.56,NA,NA +Ab,B ,1,2004,7,28,WET,6,63.5,1.058333333,0,49.82,0.000166067,0.76,1.29,NA,NA +Ab,B ,1,2004,7,28,WET,8,63.5,1.058333333,0,49.82,0.000166067,0.61,1.04,NA,NA +Ab,B ,1,2004,7,28,WET,9,101.6,1.693333333,0,49.82,0.000166067,0.57,0.96,NA,NA +Ab,B ,1,2004,7,28,WET,9.5,101.6,1.693333333,0,59.35,0.000197833,NA,NA,NA,NA +Ab,B ,1,2004,7,28,WET,10,101.6,1.693333333,0,87.75,0.0002925,0.74,2.2,NA,NA +Ab,B ,1,2004,7,28,WET,11,101.6,1.693333333,0,95.85,0.0003195,0.73,2.37,NA,NA +Ab,B 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,1,2004,7,28,WET2,3,50.8,0.846666667,0,0,0,NA,NA,NA,NA +Ab,B ,1,2004,7,28,WET2,4,50.8,0.846666667,0,17.79,0.0000593,NA,NA,NA,NA +Ab,B ,1,2004,7,28,WET2,4.5,50.8,0.846666667,0,22.27,0.000074233,0.2,0.15,NA,NA +Ab,B ,1,2004,7,28,WET2,5,50.8,0.846666667,0,22.27,0.000074233,NA,NA,NA,NA +Ab,B ,1,2004,7,28,WET2,5.5,50.8,0.846666667,0,22.27,0.000074233,0.19,0.14,NA,NA +Ab,B ,1,2004,7,28,WET2,7,50.8,0.846666667,0,35.31,0.0001177,0.19,0.23,NA,NA +Ab,B ,1,2004,7,28,WET2,9,50.8,0.846666667,0,31.33,0.000104433,0.14,0.15,NA,NA +Ab,B ,1,2004,7,28,WET2,11,50.8,0.846666667,0,31.33,0.000104433,0.16,0.17,NA,NA +Ab,B ,1,2004,7,28,WET2,12,25.4,0.423333333,0,31.33,0.000104433,0.15,0.15,NA,NA +Ab,B ,1,2004,7,28,WET2,12.5,25.4,0.423333333,0,24.72,0.0000824,NA,NA,NA,NA +Ab,B ,1,2004,7,28,WET2,13,25.4,0.423333333,0,17.15,0.000057167,0.07,0.04,NA,NA +Ab,B ,1,2004,7,28,WET2,13.5,25.4,0.423333333,0,13.11,0.0000437,NA,NA,NA,NA +Ab,B ,1,2004,7,28,WET2,14.5,25.4,0.423333333,0,10.39,0.000034633,0.05,0.02,NA,NA +Ab,B ,1,2004,7,28,WET2,16,0,0,0,0,0,NA,NA,NA,NA +Ab,B ,2,2004,7,28,WET,0,63.5,1.058333333,0,0,0,NA,NA,NA,NA +Ab,B ,2,2004,7,28,WET,0.95,63.5,1.058333333,0,0,0,NA,NA,NA,NA +Ab,B ,2,2004,7,28,WET,1.5,63.5,1.058333333,0,20.78,0.000069267,NA,NA,NA,NA +Ab,B ,2,2004,7,28,WET,2,63.5,1.058333333,0,48.97,0.000163233,1.47,2.44,NA,NA +Ab,B ,2,2004,7,28,WET,2.5,63.5,1.058333333,0,50.97,0.0001699,NA,NA,NA,NA +Ab,B ,2,2004,7,28,WET,3,63.5,1.058333333,0,55.78,0.000185933,1.36,2.57,NA,NA +Ab,B ,2,2004,7,28,WET,3.5,63.5,1.058333333,0,57.86,0.000192867,NA,NA,NA,NA +Ab,B ,2,2004,7,28,WET,4,63.5,1.058333333,0,57.86,0.000192867,1.2,2.35,NA,NA +Ab,B ,2,2004,7,28,WET,6,63.5,1.058333333,0,59.35,0.000197833,1.07,2.15,NA,NA +Ab,B ,2,2004,7,28,WET,8,63.5,1.058333333,0,59.35,0.000197833,1.19,2.4,NA,NA +Ab,B ,2,2004,7,28,WET,9,101.6,1.693333333,0,59.35,0.000197833,1.12,2.26,NA,NA +Ab,B ,2,2004,7,28,WET,9.5,101.6,1.693333333,0,67.45,0.000224833,NA,NA,NA,NA +Ab,B ,2,2004,7,28,WET,10,101.6,1.693333333,0,102.75,0.0003425,1.4,4.88,NA,NA +Ab,B ,2,2004,7,28,WET,10.5,101.6,1.693333333,0,102.75,0.0003425,NA,NA,NA,NA +Ab,B ,2,2004,7,28,WET,11,101.6,1.693333333,0,102.75,0.0003425,1.63,5.67,NA,NA +Ab,B ,2,2004,7,28,WET,13,101.6,1.693333333,0,100.32,0.0003344,1.27,4.34,NA,NA +Ab,B ,2,2004,7,28,WET,15,127,2.116666667,0,100.32,0.0003344,1.35,4.59,NA,NA +Ab,B ,2,2004,7,28,WET,15.5,127,2.116666667,0,105.02,0.000350067,NA,NA,NA,NA +Ab,B ,2,2004,7,28,WET,16,127,2.116666667,0,113.33,0.000377767,1.33,5.11,NA,NA +Ab,B ,2,2004,7,28,WET,17.25,127,2.116666667,0,115.84,0.000386133,NA,NA,NA,NA +Ab,B ,2,2004,7,28,WET,17.5,127,2.116666667,0,119.99,0.000399967,1.52,6.2,NA,NA +Ab,B ,2,2004,7,28,WET,18,127,2.116666667,0,119.09,0.000396967,1.62,6.55,NA,NA +Ab,B ,2,2004,7,28,WET,19,127,2.116666667,0,115.84,0.000386133,1.27,5.01,NA,NA +Ab,B ,2,2004,7,28,WET,20,127,2.116666667,0,115.84,0.000386133,1.46,5.76,NA,NA +Ab,B ,2,2004,7,28,WET,22,152.4,2.54,0,115.84,0.000386133,1.33,5.22,NA,NA +Ab,B ,2,2004,7,28,WET,22.5,152.4,2.54,0,131.01,0.0004367,NA,NA,NA,NA +Ab,B ,2,2004,7,28,WET,23,152.4,2.54,0,148.98,0.0004966,1.75,8.83,NA,NA +Ab,B ,2,2004,7,28,WET,23.5,152.4,2.54,0,148.98,0.0004966,NA,NA,NA,NA +Ab,B ,2,2004,7,28,WET,24,152.4,2.54,0,151.29,0.0005043,1.43,7.33,NA,NA +Ab,B ,2,2004,7,28,WET,26,152.4,2.54,0,151.29,0.0005043,1.36,6.98,NA,NA +Ab,B ,2,2004,7,28,WET,28,177.8,2.963333333,0,151.29,0.0005043,1.59,8.19,NA,NA +Ab,B ,2,2004,7,28,WET,28.5,177.8,2.963333333,0,160.44,0.0005348,NA,NA,NA,NA +Ab,B ,2,2004,7,28,WET,29,177.8,2.963333333,0,160.44,0.0005348,1.56,8.49,NA,NA +Ab,B ,2,2004,7,28,WET,29.5,177.8,2.963333333,0,158.48,0.000528267,NA,NA,NA,NA +Ab,B ,2,2004,7,28,WET,30,177.8,2.963333333,0,158.48,0.000528267,1.63,8.79,NA,NA +Ab,B ,2,2004,7,28,WET,33,177.8,2.963333333,0,145.52,0.000485067,1.53,7.56,NA,NA +Ab,B ,2,2004,7,28,WET,35,0,0,0,145.52,0.000485067,1.5,7.43,NA,NA +Ab,B ,2,2004,7,28,WET,35.25,0,0,0,139.25,0.000464167,NA,NA,NA,NA +Ab,B ,2,2004,7,28,WET,35.5,0,0,0,93.81,0.0003127,0.76,2.42,NA,NA +Ab,B ,2,2004,7,28,WET,36,0,0,0,29.82,0.0000994,0.36,0.36,NA,NA +Ab,B ,2,2004,7,28,WET,36.5,0,0,0,15.66,0.0000522,NA,NA,NA,NA +Ab,B ,2,2004,7,28,WET,37.28,0,0,0,0,0,NA,NA,NA,NA +Ab,B ,2,2004,7,28,WET2,1,50.8,0.846666667,0,0,0,NA,NA,NA,NA +Ab,B ,2,2004,7,28,WET2,2.17,50.8,0.846666667,0,0,0,NA,NA,NA,NA +Ab,B ,2,2004,7,28,WET2,3.5,50.8,0.846666667,0,26.39,0.000087967,NA,NA,NA,NA +Ab,B ,2,2004,7,28,WET2,4,50.8,0.846666667,0,41.17,0.000137233,1.97,2.75,NA,NA +Ab,B ,2,2004,7,28,WET2,4.5,50.8,0.846666667,0,40.36,0.000134533,NA,NA,NA,NA +Ab,B ,2,2004,7,28,WET2,5,50.8,0.846666667,0,41.17,0.000137233,0.9,1.26,NA,NA +Ab,B ,2,2004,7,28,WET2,5.5,50.8,0.846666667,0,42.12,0.0001404,1.05,1.5,NA,NA +Ab,B ,2,2004,7,28,WET2,6,50.8,0.846666667,0,43.5,0.000145,NA,NA,NA,NA +Ab,B ,2,2004,7,28,WET2,7,50.8,0.846666667,0,43.5,0.000145,1.08,1.6,NA,NA +Ab,B ,2,2004,7,28,WET2,9,50.8,0.846666667,0,43.5,0.000145,0.99,1.46,NA,NA +Ab,B ,2,2004,7,28,WET2,11,25.4,0.423333333,0,43.5,0.000145,0.98,1.44,NA,NA +Ab,B ,2,2004,7,28,WET2,11.5,25.4,0.423333333,0,41.85,0.0001395,NA,NA,NA,NA +Ab,B ,2,2004,7,28,WET2,12,25.4,0.423333333,0,27,0.00009,0.51,0.47,NA,NA +Ab,B ,2,2004,7,28,WET2,12.5,25.4,0.423333333,0,22.84,0.000076133,NA,NA,NA,NA +Ab,B ,2,2004,7,28,WET2,13,25.4,0.423333333,0,22.84,0.000076133,0.49,0.38,NA,NA +Ab,B ,2,2004,7,28,WET2,14,25.4,0.423333333,0,21.01,0.000070033,0.44,0.32,NA,NA +Ab,B ,2,2004,7,28,WET2,16,25.4,0.423333333,0,20.11,0.000067033,0.63,0.43,NA,NA +Ab,B ,2,2004,7,28,WET2,18,0,0,0,20.11,0.000067033,0.54,0.37,NA,NA +Ab,B ,2,2004,7,28,WET2,18.25,0,0,0,19.55,0.000065167,NA,NA,NA,NA +Ab,B ,2,2004,7,28,WET2,18.5,0,0,0,15.66,0.0000522,NA,NA,NA,NA +Ab,B ,2,2004,7,28,WET2,19.75,0,0,0,0,0,NA,NA,NA,NA +Ab,B ,3,2004,7,27,DRY,0,63.5,1.058333333,0,0,0,NA,NA,NA,NA +Ab,B ,3,2004,7,27,DRY,1.72,63.5,1.058333333,0,0,0,NA,NA,NA,NA +Ab,B ,3,2004,7,27,DRY,2.25,63.5,1.058333333,0,9.84,0.0000328,NA,NA,NA,NA +Ab,B ,3,2004,7,27,DRY,3,63.5,1.058333333,0,11.73,0.0000391,0.62,0.24,NA,NA +Ab,B ,3,2004,7,27,DRY,3.5,63.5,1.058333333,0,16.29,0.0000543,NA,NA,NA,NA +Ab,B ,3,2004,7,27,DRY,4,63.5,1.058333333,0,19.11,0.0000637,0.52,0.33,NA,NA +Ab,B ,3,2004,7,27,DRY,5,63.5,1.058333333,0,36.09,0.0001203,0.42,0.51,NA,NA +Ab,B ,3,2004,7,27,DRY,6,63.5,1.058333333,0,39.14,0.000130467,0.39,0.52,NA,NA +Ab,B ,3,2004,7,27,DRY,7,63.5,1.058333333,0,39.14,0.000130467,0.54,0.72,NA,NA +Ab,B ,3,2004,7,27,DRY,10,63.5,1.058333333,0,39.14,0.000130467,0.34,0.45,NA,NA +Ab,B ,3,2004,7,27,DRY,15,63.5,1.058333333,0,39.14,0.000130467,0.25,0.34,NA,NA +Ab,B ,3,2004,7,27,DRY,25,63.5,1.058333333,0,39.14,0.000130467,0.14,0.19,NA,NA +Ab,B ,3,2004,7,27,DRY,30,0,0,0,39.14,0.000130467,0.13,0.17,NA,NA +Ab,B ,3,2004,7,27,DRY,30.25,0,0,0,32.47,0.000108233,NA,NA,NA,NA +Ab,B ,3,2004,7,27,DRY,30.5,0,0,0,27,0.00009,0.05,0.04,NA,NA +Ab,B 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,1,2004,8,11,WET,3,63.5,1.058333333,0,8.94,0.0000298,0.47,0.14,NA,NA +Ab,N ,1,2004,8,11,WET,3.5,63.5,1.058333333,0,10.88,0.0000363,NA,NA,NA,NA +Ab,N ,1,2004,8,11,WET,4,63.5,1.058333333,0,12.04,0.0000401,0.43,0.17,NA,NA +Ab,N ,1,2004,8,11,WET,4.5,63.5,1.058333333,0,12.53,0.0000418,NA,NA,NA,NA +Ab,N ,1,2004,8,11,WET,5,63.5,1.058333333,0,12.53,0.0000418,0.9,0.38,NA,NA +Ab,N ,1,2004,8,11,WET,6,63.5,1.058333333,0,19.58,0.0000653,0.5,0.33,NA,NA +Ab,N ,1,2004,8,11,WET,8,63.5,1.058333333,0,20.03,0.0000668,0.43,0.29,NA,NA +Ab,N ,1,2004,8,11,WET,10,63.5,1.058333333,0,20.03,0.0000668,0.31,0.21,NA,NA +Ab,N ,1,2004,8,11,WET,11,101.6,1.693333333,0,20.03,0.0000668,0.38,0.26,NA,NA +Ab,N ,1,2004,8,11,WET,11.5,101.6,1.693333333,0,24.17,0.0000806,NA,NA,NA,NA +Ab,N ,1,2004,8,11,WET,12,101.6,1.693333333,0,32.53,0.0001084,0.79,0.87,NA,NA +Ab,N ,1,2004,8,11,WET,12.5,101.6,1.693333333,0,39.75,0.0001325,NA,NA,NA,NA +Ab,N ,1,2004,8,11,WET,13,101.6,1.693333333,0,39.75,0.0001325,0.59,0.79,NA,NA +Ab,N ,1,2004,8,11,WET,14,101.6,1.693333333,0,39.75,0.0001325,0.5,0.68,NA,NA +Ab,N ,1,2004,8,11,WET,16,101.6,1.693333333,0,39.75,0.0001325,0.38,0.51,NA,NA +Ab,N ,1,2004,8,11,WET,18,127,2.116666667,0,39.75,0.0001325,0.36,0.48,NA,NA +Ab,N ,1,2004,8,11,WET,18.5,127,2.116666667,0,41.37,0.0001379,NA,NA,NA,NA +Ab,N ,1,2004,8,11,WET,19,127,2.116666667,0,45.8,0.0001527,0.49,0.76,NA,NA +Ab,N ,1,2004,8,11,WET,19.5,127,2.116666667,0,54.4,0.0001813,NA,NA,NA,NA +Ab,N ,1,2004,8,11,WET,20,127,2.116666667,0,54.99,0.0001833,0.48,0.9,NA,NA +Ab,N ,1,2004,8,11,WET,20.5,127,2.116666667,0,54.99,0.0001833,NA,NA,NA,NA +Ab,N ,1,2004,8,11,WET,21,127,2.116666667,0,54.99,0.0001833,0.49,0.93,NA,NA +Ab,N ,1,2004,8,11,WET,23,127,2.116666667,0,54.99,0.0001833,0.42,0.79,NA,NA +Ab,N ,1,2004,8,11,WET,25,127,2.116666667,0,54.99,0.0001833,0.42,0.79,NA,NA +Ab,N ,1,2004,8,11,WET,25.5,152.4,2.54,0,62.32,0.0002077,NA,NA,NA,NA +Ab,N ,1,2004,8,11,WET,26,152.4,2.54,0,69.27,0.0002309,0.2,0.48,NA,NA +Ab,N ,1,2004,8,11,WET,26.5,152.4,2.54,0,72.11,0.0002404,NA,NA,NA,NA +Ab,N ,1,2004,8,11,WET,27,152.4,2.54,0,74.02,0.0002467,0.44,1.1,NA,NA +Ab,N ,1,2004,8,11,WET,28,152.4,2.54,0,74.02,0.0002467,0.44,1.12,NA,NA +Ab,N ,1,2004,8,11,WET,30,152.4,2.54,0,74.81,0.0002494,0.47,1.2,NA,NA +Ab,N ,1,2004,8,11,WET,32,177.8,2.963333333,0,74.81,0.0002494,0.4,1.01,NA,NA +Ab,N ,1,2004,8,11,WET,32.5,177.8,2.963333333,0,84.08,0.0002803,NA,NA,NA,NA +Ab,N ,1,2004,8,11,WET,33,177.8,2.963333333,0,89.23,0.0002974,0.46,1.39,NA,NA +Ab,N ,1,2004,8,11,WET,33.5,177.8,2.963333333,0,90.91,0.000303,NA,NA,NA,NA +Ab,N ,1,2004,8,11,WET,34,177.8,2.963333333,0,92.27,0.0003076,0.37,1.18,NA,NA +Ab,N ,1,2004,8,11,WET,35,177.8,2.963333333,0,96.18,0.0003206,NA,NA,NA,NA +Ab,N ,1,2004,8,11,WET,36,177.8,2.963333333,0,96.18,0.0003206,0.37,1.22,NA,NA +Ab,N ,1,2004,8,11,WET,38,177.8,2.963333333,0,96.18,0.0003206,0.39,1.27,NA,NA +Ab,N ,1,2004,8,11,WET,40,0,0,0,96.18,0.0003206,0.42,1.38,NA,NA +Ab,N ,1,2004,8,11,WET,40.25,0,0,0,79.33,0.0002644,NA,NA,NA,NA +Ab,N ,1,2004,8,11,WET,40.5,0,0,0,57.21,0.0001907,0.33,0.64,NA,NA +Ab,N ,1,2004,8,11,WET,40.75,0,0,0,41.24,0.0001375,NA,NA,NA,NA +Ab,N ,1,2004,8,11,WET,41,0,0,0,30.37,0.0001012,NA,NA,NA,NA +Ab,N ,1,2004,8,11,WET,41.25,0,0,0,19.03,0.0000634,NA,NA,NA,NA +Ab,N ,1,2004,8,11,WET,41.5,0,0,0,14.14,0.0000471,NA,NA,NA,NA +Ab,N ,1,2004,8,11,WET2,0,50.8,0.846666667,0,0,0,NA,NA,NA,NA +Ab,N ,1,2004,8,11,WET2,1.75,50.8,0.846666667,0,0,0,NA,NA,NA,NA +Ab,N ,1,2004,8,11,WET2,2.5,50.8,0.846666667,0,0,0,NA,NA,NA,NA +Ab,N ,1,2004,8,11,WET2,3.5,50.8,0.846666667,0,9.3,0.000031,0.17,0.05,NA,NA +Ab,N ,1,2004,8,11,WET2,4.5,50.8,0.846666667,0,10.6,0.0000353,0.28,0.1,NA,NA +Ab,N ,1,2004,8,11,WET2,5.5,50.8,0.846666667,0,11.94,0.0000398,0.22,0.09,NA,NA +Ab,N ,1,2004,8,11,WET2,6.5,50.8,0.846666667,0,14.34,0.0000478,0.21,0.1,NA,NA +Ab,N ,1,2004,8,11,WET2,7.5,0,0,0,14.34,0.0000478,NA,NA,NA,NA +Ab,N ,2,2004,8,11,DRY,0,63.5,1.058333333,0,0,,NA,NA,NA,NA +Ab,N ,2,2004,8,11,DRY,2.9,63.5,1.058333333,0,0,,NA,NA,NA,NA +Ab,N ,2,2004,8,11,DRY,3.5,63.5,1.058333333,0,2.45,,NA,NA,NA,NA +Ab,N ,2,2004,8,11,DRY,4,63.5,1.058333333,0,8.14,,NA,NA,NA,NA +Ab,N ,2,2004,8,11,DRY,4.5,63.5,1.058333333,0,12.04,,0.93,0.38,NA,NA +Ab,N ,2,2004,8,11,DRY,5,63.5,1.058333333,0,17.39,,NA,NA,NA,NA +Ab,N ,2,2004,8,11,DRY,5.5,63.5,1.058333333,0,19.58,,0.77,0.51,NA,NA +Ab,N ,2,2004,8,11,DRY,6,63.5,1.058333333,0,21.84,,NA,NA,NA,NA +Ab,N ,2,2004,8,11,DRY,6.5,63.5,1.058333333,0,24.52,,0.67,0.55,NA,NA +Ab,N ,2,2004,8,11,DRY,7,63.5,1.058333333,0,26.07,,NA,NA,NA,NA +Ab,N ,2,2004,8,11,DRY,8,63.5,1.058333333,0,27.28,,0.55,0.5,NA,NA +Ab,N ,2,2004,8,11,DRY,9,63.5,1.058333333,0,27.53,,0.45,0.42,NA,NA +Ab,N ,2,2004,8,11,DRY,15,63.5,1.058333333,0,29.25,,0.26,0.26,NA,NA +Ab,N ,2,2004,8,11,DRY,25,63.5,1.058333333,0,29.25,,0.2,0.19,NA,NA +Ab,N ,2,2004,8,11,DRY,31,0,0,0,0,,NA,NA,NA,NA +Ab,N ,2,2004,8,11,DRY,37,63.5,1.058333333,0,0,,NA,NA,NA,NA +Ab,N ,2,2004,8,11,DRY,38.73,63.5,1.058333333,0,0,,NA,NA,NA,NA +Ab,N ,2,2004,8,11,DRY,39.5,63.5,1.058333333,0,11.55,,NA,NA,NA,NA +Ab,N ,2,2004,8,11,DRY,40,63.5,1.058333333,0,18.26,,0.24,0.15,NA,NA +Ab,N ,2,2004,8,11,DRY,40.5,63.5,1.058333333,0,24.88,,NA,NA,NA,NA +Ab,N ,2,2004,8,11,DRY,41,63.5,1.058333333,0,29.25,,0.18,0.18,NA,NA +Ab,N ,2,2004,8,11,DRY,42,63.5,1.058333333,0,29.25,,0.2,0.2,NA,NA +Ab,N ,2,2004,8,11,DRY,45,0,0,0,29.25,,0.14,0.13,NA,NA +Ab,N ,2,2004,8,11,DRY,45.25,0,0,0,25.83,,NA,NA,NA,NA +Ab,N ,2,2004,8,11,DRY,45.5,0,0,0,23.35,,NA,NA,NA,NA +Ab,N ,2,2004,8,11,DRY,45.75,0,0,0,17.82,,NA,NA,NA,NA +Ab,N ,2,2004,8,11,DRY,46,0,0,0,14.04,,NA,NA,NA,NA +Ab,N ,2,2004,8,11,DRY,46.25,0,0,0,10.98,,NA,NA,NA,NA +Ab,N ,2,2004,8,11,DRY,46.5,0,0,0,0,,NA,NA,NA,NA +Ab,N ,2,2004,8,11,WET,0,63.5,1.058333333,0,0,,NA,NA,NA,NA +Ab,N ,2,2004,8,11,WET,2.22,63.5,1.058333333,0,0,,NA,NA,NA,NA +Ab,N ,2,2004,8,11,WET,3,63.5,1.058333333,0,6.68,,NA,NA,NA,NA +Ab,N ,2,2004,8,11,WET,3.5,63.5,1.058333333,0,16,,NA,NA,NA,NA +Ab,N ,2,2004,8,11,WET,4,63.5,1.058333333,0,20.93,,0.14,0.1,NA,NA +Ab,N ,2,2004,8,11,WET,4.5,63.5,1.058333333,0,25.83,,NA,NA,NA,NA +Ab,N ,2,2004,8,11,WET,5,63.5,1.058333333,0,28.76,,0.12,0.11,NA,NA +Ab,N ,2,2004,8,11,WET,5.5,63.5,1.058333333,0,31.13,,NA,NA,NA,NA +Ab,N ,2,2004,8,11,WET,6,63.5,1.058333333,0,31.25,,0.19,0.2,NA,NA +Ab,N ,2,2004,8,11,WET,6.5,63.5,1.058333333,0,33.68,,NA,NA,NA,NA +Ab,N ,2,2004,8,11,WET,7,63.5,1.058333333,0,33.68,,NA,NA,NA,NA +Ab,N ,2,2004,8,11,WET,8,63.5,1.058333333,0,33.68,,0.13,0.15,NA,NA +Ab,N ,2,2004,8,11,WET,10,63.5,1.058333333,0,33.68,,0.17,0.2,NA,NA +Ab,N ,2,2004,8,11,WET,12,101.6,1.693333333,0,33.68,,0.15,0.17,NA,NA +Ab,N ,2,2004,8,11,WET,12.5,101.6,1.693333333,0,34.59,,NA,NA,NA,NA +Ab,N ,2,2004,8,11,WET,13,101.6,1.693333333,0,42.06,,0.29,0.42,NA,NA +Ab,N ,2,2004,8,11,WET,13.5,101.6,1.693333333,0,53.23,,NA,NA,NA,NA +Ab,N ,2,2004,8,11,WET,14,101.6,1.693333333,0,55.43,,0.31,0.58,NA,NA +Ab,N ,2,2004,8,11,WET,14.5,101.6,1.693333333,0,59.45,,NA,NA,NA,NA +Ab,N ,2,2004,8,11,WET,15,101.6,1.693333333,0,61.87,,0.33,0.69,NA,NA +Ab,N ,2,2004,8,11,WET,15.5,101.6,1.693333333,0,61.87,,NA,NA,NA,NA +Ab,N ,2,2004,8,11,WET,16,101.6,1.693333333,0,61.87,,0.32,0.68,NA,NA +Ab,N ,2,2004,8,11,WET,18,101.6,1.693333333,0,61.87,,0.27,0.56,NA,NA +Ab,N ,2,2004,8,11,WET,20,127,2.116666667,0,61.87,,0.23,0.49,NA,NA +Ab,N ,2,2004,8,11,WET,20.5,127,2.116666667,0,66.32,,NA,NA,NA,NA +Ab,N ,2,2004,8,11,WET,21,127,2.116666667,0,77.22,,0.36,0.96,NA,NA +Ab,N ,2,2004,8,11,WET,21.5,127,2.116666667,0,84.74,,NA,NA,NA,NA +Ab,N ,2,2004,8,11,WET,22,127,2.116666667,0,86.06,,NA,NA,NA,NA +Ab,N ,2,2004,8,11,WET,23,127,2.116666667,0,86.89,,0.48,1.42,NA,NA +Ab,N ,2,2004,8,11,WET,24,127,2.116666667,0,86.89,,0.41,1.22,NA,NA +Ab,N ,2,2004,8,11,WET,26,127,2.116666667,0,86.89,,0.27,0.79,NA,NA +Ab,N ,2,2004,8,11,WET,28,152.4,2.54,0,86.89,,0.22,0.66,NA,NA +Ab,N ,2,2004,8,11,WET,28.5,152.4,2.54,0,93.62,,NA,NA,NA,NA +Ab,N ,2,2004,8,11,WET,29,152.4,2.54,0,105.89,,0.3,1.08,NA,NA +Ab,N ,2,2004,8,11,WET,29.5,152.4,2.54,0,111.37,,NA,NA,NA,NA +Ab,N ,2,2004,8,11,WET,30,152.4,2.54,0,116.03,,0.3,1.2,NA,NA +Ab,N ,2,2004,8,11,WET,30.5,152.4,2.54,0,116.03,,NA,NA,NA,NA +Ab,N ,2,2004,8,11,WET,31,152.4,2.54,0,116.39,,0.24,0.97,NA,NA +Ab,N ,2,2004,8,11,WET,33,152.4,2.54,0,116.39,,0.29,1.16,NA,NA +Ab,N ,2,2004,8,11,WET,35,177.8,2.963333333,0,116.39,,0.17,0.68,NA,NA +Ab,N ,2,2004,8,11,WET,35.5,177.8,2.963333333,0,124.2,,NA,NA,NA,NA +Ab,N ,2,2004,8,11,WET,36,177.8,2.963333333,0,131.41,,0.25,1.13,NA,NA +Ab,N ,2,2004,8,11,WET,36.5,177.8,2.963333333,0,133.46,,NA,NA,NA,NA +Ab,N ,2,2004,8,11,WET,37,177.8,2.963333333,0,134.96,,0.17,0.79,NA,NA +Ab,N ,2,2004,8,11,WET,38,177.8,2.963333333,0,134.96,,0.18,0.83,NA,NA +Ab,N ,2,2004,8,11,WET,40,177.8,2.963333333,0,134.96,,0.15,0.7,NA,NA +Ab,N ,2,2004,8,11,WET,42,0,0,0,134.96,,0.11,0.53,NA,NA +Ab,N ,2,2004,8,11,WET,42.25,0,0,0,120.73,,NA,NA,NA,NA +Ab,N 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N,1,2004,5,19,WET,32,127,2.116666667,0,102.59,,0.16,0.56,NA,NA +LH3, N,1,2004,5,19,WET,34,152.4,2.54,0,106.44,,0.18,0.67,NA,NA +LH3, N,1,2004,5,19,WET,35,152.4,2.54,0,118.94,,0.27,1.11,NA,NA +LH3, N,1,2004,5,19,WET,37,152.4,2.54,0,128.83,,0.29,1.3,NA,NA +LH3, N,1,2004,5,19,WET,39,152.4,2.54,0,121.48,,0.2,0.85,NA,NA +LH3, N,1,2004,5,19,WET,41,177.8,2.963333333,0,127.17,,0.26,1.12,NA,NA +LH3, N,1,2004,5,19,WET,42,177.8,2.963333333,0,150.79,,0.22,1.13,NA,NA +LH3, N,1,2004,5,19,WET,44,177.8,2.963333333,0,156.03,,0.19,1.03,NA,NA +LH3, N,1,2004,5,19,WET,47,0,0,0,156.03,,0.27,1.43,NA,NA +LH3, N,1,2004,5,19,WET,47.42,0,0,0,128.46,,NA,NA,NA,NA +LH3, N,1,2004,5,19,WET,47.5,0,0,0,124.59,,0.12,0.53,NA,NA +LH3, N,1,2004,5,19,WET,47.75,0,0,0,59.17,,NA,NA,NA,NA +LH3, N,1,2004,5,19,WET,48.2,0,0,0,37.89,,0.03,0.04,NA,NA +LH3, N,1,2004,5,19,WET,49.78,0,0,0,0,,NA,NA,NA,NA +LH3, N,1,2004,5,19,WET2,0,50.8,0.846666667,0,0,,NA,NA,NA,NA +LH3, N,1,2004,5,19,WET2,2.15,50.8,0.846666667,0,0,,NA,NA,NA,NA +LH3, N,1,2004,5,19,WET2,3,50.8,0.846666667,0,27.77,,0.15,0.14,NA,NA +LH3, N,1,2004,5,19,WET2,4,50.8,0.846666667,0,28.14,,0.1,0.1,NA,NA +LH3, N,1,2004,5,19,WET2,6,50.8,0.846666667,0,30.75,,0.1,0.1,NA,NA +LH3, N,1,2004,5,19,WET2,8,50.8,0.846666667,0,32.53,,0.15,0.17,NA,NA +LH3, N,1,2004,5,19,WET2,10,50.8,0.846666667,0,31.76,,0.11,0.12,NA,NA +LH3, N,1,2004,5,19,WET2,12,25.4,0.423333333,0,30.31,,0.09,0.1,NA,NA +LH3, N,1,2004,5,19,WET2,13,25.4,0.423333333,0,22.88,,0.08,0.06,NA,NA +LH3, N,1,2004,5,19,WET2,15,25.4,0.423333333,0,14.04,,0.07,0.03,NA,NA +LH3, N,1,2004,5,19,WET2,17,25.4,0.423333333,0,13.13,,0.06,0.02,NA,NA +LH3, N,1,2004,5,19,WET2,19,25.4,0.423333333,0,12.73,,0.06,0.02,NA,NA +LH3, N,1,2004,5,19,WET2,21,0,0,0,12.73,,0.05,0.02,NA,NA +LH3, N,1,2004,5,19,WET2,21.82,0,0,0,0,,NA,NA,NA,NA +LH3, N,2,2004,5,19,DRY,0,63.5,1.058333333,0,0,,NA,NA,NA,NA +LH3, N,2,2004,5,19,DRY,6.9,63.5,1.058333333,0,0,,NA,NA,NA,NA +LH3, N,2,2004,5,19,DRY,8,63.5,1.058333333,0,8.76,,0.37,0.11,NA,NA +LH3, N,2,2004,5,19,DRY,10,63.5,1.058333333,0,12.14,,0.45,0.18,NA,NA +LH3, N,2,2004,5,19,DRY,15,63.5,1.058333333,0,15.43,,0.42,0.22,NA,NA +LH3, N,2,2004,5,19,DRY,20,63.5,1.058333333,0,21.33,,0.22,0.16,NA,NA +LH3, N,2,2004,5,19,DRY,25,63.5,1.058333333,0,21.33,,0.18,0.13,NA,NA +LH3, N,2,2004,5,19,DRY,30,63.5,1.058333333,0,24.29,,0.16,0.13,NA,NA +LH3, N,2,2004,5,19,DRY,40,63.5,1.058333333,0,27.41,,0.15,0.14,NA,NA +LH3, N,2,2004,5,19,DRY,45,0,0,0,27.41,,0.14,0.13,NA,NA +LH3, N,2,2004,5,19,DRY,46.5,0,0,0,0,,NA,NA,NA,NA +LH3, N,2,2004,5,19,WET,0,63.5,1.058333333,0,0,,NA,NA,NA,NA +LH3, N,2,2004,5,19,WET,1.87,63.5,1.058333333,0,0,,NA,NA,NA,NA +LH3, N,2,2004,5,19,WET,2,63.5,1.058333333,0,10.88,,0.25,0.09,NA,NA +LH3, N,2,2004,5,19,WET,5,63.5,1.058333333,0,23.23,,0.26,0.21,NA,NA +LH3, N,2,2004,5,19,WET,7,63.5,1.058333333,0,30.25,,0.14,0.14,NA,NA +LH3, N,2,2004,5,19,WET,8,63.5,1.058333333,0,28.39,,NA,NA,NA,NA +LH3, N,2,2004,5,19,WET,9,63.5,1.058333333,0,31.89,,0.12,0.13,NA,NA +LH3, N,2,2004,5,19,WET,11,63.5,1.058333333,0,33.94,,0.13,0.15,NA,NA +LH3, N,2,2004,5,19,WET,13,63.5,1.058333333,0,33.94,,0.1,0.12,NA,NA +LH3, N,2,2004,5,19,WET,15,76.2,1.27,0,33.94,,0.13,0.15,NA,NA +LH3, N,2,2004,5,19,WET,16,76.2,1.27,0,41.24,,0.12,0.17,NA,NA +LH3, N,2,2004,5,19,WET,17,76.2,1.27,0,41.24,,0.13,0.19,NA,NA +LH3, N,2,2004,5,19,WET,19,76.2,1.27,0,41.24,,0.11,0.16,NA,NA +LH3, N,2,2004,5,19,WET,21,101.6,1.693333333,0,66.01,,0.12,0.27,NA,NA +LH3, N,2,2004,5,19,WET,22,101.6,1.693333333,0,66.16,,0.14,0.32,NA,NA +LH3, N,2,2004,5,19,WET,24,101.6,1.693333333,0,66.16,,0.14,0.32,NA,NA +LH3, N,2,2004,5,19,WET,26,101.6,1.693333333,0,66.16,,0.14,0.32,NA,NA +LH3, N,2,2004,5,19,WET,27,127,2.116666667,0,95.84,,0.13,0.43,NA,NA +LH3, N,2,2004,5,19,WET,28,127,2.116666667,0,95.84,,0.18,0.59,NA,NA +LH3, N,2,2004,5,19,WET,30,127,2.116666667,0,95.84,,0.15,0.51,NA,NA +LH3, N,2,2004,5,19,WET,32,127,2.116666667,0,95.84,,0.13,0.42,NA,NA +LH3, N,2,2004,5,19,WET,33,152.4,2.54,0,120.55,,0.14,0.59,NA,NA +LH3, N,2,2004,5,19,WET,34,152.4,2.54,0,120.55,,0.18,0.77,NA,NA +LH3, N,2,2004,5,19,WET,36,152.4,2.54,0,120.55,,0.17,0.7,NA,NA +LH3, N,2,2004,5,19,WET,37,152.4,2.54,0,120.55,,0.19,0.78,NA,NA +LH3, N,2,2004,5,19,WET,39,177.8,2.963333333,0,143.09,,0.18,0.89,NA,NA +LH3, N,2,2004,5,19,WET,40,177.8,2.963333333,0,135.71,,0.2,0.92,NA,NA +LH3, N,2,2004,5,19,WET,41,177.8,2.963333333,0,143.28,,0.16,0.8,NA,NA +LH3, N,2,2004,5,19,WET,43,177.8,2.963333333,0,143.28,,0.15,0.74,NA,NA +LH3, N,2,2004,5,19,WET,44,177.8,2.963333333,0,144.43,,0.18,0.9,NA,NA +LH3, N,2,2004,5,19,WET,46,0,0,0,143.28,,0.17,0.84,NA,NA +LH3, N,2,2004,5,19,WET,46.33,0,0,0,100.31,,0.09,0.33,NA,NA +LH3, N,2,2004,5,19,WET,46.75,0,0,0,52.21,,0.08,0.14,NA,NA +LH3, N,2,2004,5,19,WET,47.07,0,0,0,36.15,,0.05,0.06,NA,NA +LH3, N,2,2004,5,19,WET,48.95,0,0,0,0,,NA,NA,NA,NA +LH3, N,2,2004,5,19,WET2,0,50.8,0.846666667,0,0,,NA,NA,NA,NA +LH3, N,2,2004,5,19,WET2,1.87,50.8,0.846666667,0,0,,NA,NA,NA,NA +LH3, N,2,2004,5,19,WET2,2.5,50.8,0.846666667,0,16.86,,0.15,0.08,NA,NA +LH3, N,2,2004,5,19,WET2,4,50.8,0.846666667,0,22.77,,0.09,0.07,NA,NA +LH3, N,2,2004,5,19,WET2,6,50.8,0.846666667,0,0,,0.02,0,NA,NA +LH3, N,2,2004,5,19,WET2,7,0,0,0,0,,NA,NA,NA,NA +LH3, N,3,2004,5,26,DRY,0,63.5,1.058333333,0,0,,NA,NA,NA,NA +LH3, N,3,2004,5,26,DRY,6.53,63.5,1.058333333,0,0,,NA,NA,NA,NA +LH3, N,3,2004,5,26,DRY,9.5,63.5,1.058333333,0,9.67,,0.45,0.14,NA,NA +LH3, N,3,2004,5,26,DRY,11,63.5,1.058333333,0,9.67,,0.47,0.15,NA,NA +LH3, N,3,2004,5,26,DRY,15,63.5,1.058333333,0,14.24,,0.24,0.12,NA,NA +LH3, N,3,2004,5,26,DRY,20,63.5,1.058333333,0,16.22,,0.18,0.1,NA,NA +LH3, N,3,2004,5,26,DRY,25,63.5,1.058333333,0,16.43,,0.17,0.09,NA,NA +LH3, N,3,2004,5,26,DRY,30,63.5,1.058333333,0,16.43,,0.12,0.06,NA,NA +LH3, N,3,2004,5,26,DRY,40,63.5,1.058333333,0,19.25,,0.15,0.1,NA,NA +LH3, N,3,2004,5,26,DRY,45,63.5,1.058333333,0,19.25,,0.12,0.08,NA,NA +LH3, N,3,2004,5,26,DRY,47,0,0,0,0,,NA,NA,NA,NA +LH3, N,3,2004,5,26,WET,0,63.5,1.058333333,0,0,,NA,NA,NA,NA +LH3, N,3,2004,5,26,WET,2.48,63.5,1.058333333,0,0,,NA,NA,NA,NA +LH3, N,3,2004,5,26,WET,3.5,63.5,1.058333333,0,11.17,,0.25,0.09,NA,NA +LH3, N,3,2004,5,26,WET,4.5,63.5,1.058333333,0,14.96,,NA,NA,NA,NA +LH3, N,3,2004,5,26,WET,5.5,63.5,1.058333333,0,21.84,,0.21,0.15,NA,NA +LH3, N,3,2004,5,26,WET,7,63.5,1.058333333,0,27.04,,0.12,0.11,NA,NA +LH3, N,3,2004,5,26,WET,8,63.5,1.058333333,0,31.38,,0.12,0.13,NA,NA +LH3, N,3,2004,5,26,WET,9,63.5,1.058333333,0,31.38,,0.1,0.1,NA,NA +LH3, N,3,2004,5,26,WET,11,63.5,1.058333333,0,33.81,,0.08,0.09,NA,NA +LH3, N,3,2004,5,26,WET,12,63.5,1.058333333,0,33.81,,0.09,0.1,NA,NA +LH3, N,3,2004,5,26,WET,14,63.5,1.058333333,0,33.81,,0.09,0.1,NA,NA +LH3, N,3,2004,5,26,WET,16,76.2,1.27,0,33.81,,0.08,0.1,NA,NA +LH3, N,3,2004,5,26,WET,17,76.2,1.27,0,40.69,,0.1,0.14,NA,NA +LH3, N,3,2004,5,26,WET,18,76.2,1.27,0,40.69,,0.11,0.16,NA,NA +LH3, N,3,2004,5,26,WET,19,76.2,1.27,0,48.76,,0.09,0.15,NA,NA +LH3, 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N,4,2004,5,26,WET,24,101.6,1.693333333,0,63.55,,0.21,0.47,NA,NA +LH3, N,4,2004,5,26,WET,25,101.6,1.693333333,0,74.81,,0.19,0.5,NA,NA +LH3, N,4,2004,5,26,WET,27,101.6,1.693333333,0,75.13,,0.19,0.48,NA,NA +LH3, N,4,2004,5,26,WET,28,101.6,1.693333333,0,75.13,,0.18,0.47,NA,NA +LH3, N,4,2004,5,26,WET,29,101.6,1.693333333,0,75.13,,0.14,0.38,NA,NA +LH3, N,4,2004,5,26,WET,30,0,0,0,0,,0.12,0,NA,NA +LH3, N,4,2004,5,26,WET,31,0,0,0,0,,NA,NA,NA,NA +Ta ,B ,1,2004,7,21,DRY,0,63.5,1.058333333,0,0,,NA,NA,NA,NA +Ta ,B ,1,2004,7,21,DRY,2.883333333,63.5,1.058333333,0,0,,NA,NA,NA,NA +Ta ,B ,1,2004,7,21,DRY,3.966666667,63.5,1.058333333,0,14.65,,NA,NA,NA,NA +Ta ,B ,1,2004,7,21,DRY,5,63.5,1.058333333,0,14.34,,2.4,1.16,NA,NA +Ta ,B ,1,2004,7,21,DRY,7,63.5,1.058333333,0,15.58,,1.38,0.72,NA,NA +Ta ,B ,1,2004,7,21,DRY,9,63.5,1.058333333,0,15.58,,1.42,0.75,NA,NA +Ta ,B ,1,2004,7,21,DRY,11,63.5,1.058333333,0,15.58,,1.79,0.94,NA,NA +Ta ,B ,1,2004,7,21,DRY,15,63.5,1.058333333,0,15.58,,1.8,0.95,NA,NA +Ta ,B ,1,2004,7,21,DRY,20,63.5,1.058333333,0,15.58,,1.59,0.84,NA,NA +Ta ,B ,1,2004,7,21,DRY,25,63.5,1.058333333,0,15.58,,1.7,0.9,NA,NA +Ta ,B ,1,2004,7,21,DRY,30,63.5,1.058333333,0,15.58,,1.81,0.95,NA,NA +Ta ,B ,1,2004,7,21,DRY,32,63.5,1.058333333,0,20.59,,NA,NA,NA,NA +Ta ,B ,1,2004,7,21,DRY,35,63.5,1.058333333,0,20.59,,2.02,1.41,NA,NA +Ta ,B ,1,2004,7,21,DRY,39,63.5,1.058333333,0,21.73,,NA,NA,NA,NA +Ta ,B ,1,2004,7,21,DRY,40,63.5,1.058333333,0,21.73,,2.34,1.72,NA,NA +Ta ,B ,1,2004,7,21,DRY,44,63.5,1.058333333,0,25.71,,NA,NA,NA,NA +Ta ,B ,1,2004,7,21,DRY,45,63.5,1.058333333,0,25.71,,2.06,1.79,NA,NA +Ta ,B ,1,2004,7,21,DRY,45.5,0,0,0,25.71,,NA,NA,NA,NA +Ta ,B ,1,2004,7,21,DRY,45.75,0,0,0,17.82,,0.7,0.42,NA,NA +Ta ,B ,1,2004,7,21,DRY,46.01666667,0,0,0,10.13,,NA,NA,NA,NA +Ta ,B ,1,2004,7,21,DRY,46.16666667,0,0,0,6.27,,NA,NA,NA,NA +Ta ,B ,1,2004,7,21,DRY,46.5,0,0,0,3.32,,NA,NA,NA,NA +Ta ,B ,1,2004,7,21,DRY,46.75,0,0,0,0,,NA,NA,NA,NA +Ta ,B ,1,2004,7,21,WET,0,63.5,1.058333333,0,0,,NA,NA,NA,NA +Ta ,B ,1,2004,7,21,WET,2,63.5,1.058333333,0,0,,NA,NA,NA,NA +Ta ,B ,1,2004,7,21,WET,3,63.5,1.058333333,0,12.83,,1.87,0.81,NA,NA +Ta ,B ,1,2004,7,21,WET,4,63.5,1.058333333,0,16.43,,2.12,1.18,NA,NA +Ta ,B ,1,2004,7,21,WET,5,63.5,1.058333333,0,21.27,,NA,NA,NA,NA +Ta ,B ,1,2004,7,21,WET,6,63.5,1.058333333,0,31.38,,2.7,2.87,NA,NA +Ta ,B ,1,2004,7,21,WET,7,63.5,1.058333333,0,39.48,,NA,NA,NA,NA +Ta ,B ,1,2004,7,21,WET,8,63.5,1.058333333,0,39.48,,2.62,3.51,NA,NA +Ta ,B ,1,2004,7,21,WET,10,63.5,1.058333333,0,39.48,,2.13,2.84,NA,NA +Ta ,B ,1,2004,7,21,WET,12,76.2,1.27,0,39.48,,3.08,4.11,NA,NA +Ta ,B ,1,2004,7,21,WET,13,76.2,1.27,0,50.91,,NA,NA,NA,NA +Ta ,B ,1,2004,7,21,WET,14,76.2,1.27,0,52.07,,2.97,5.24,NA,NA +Ta ,B ,1,2004,7,21,WET,15,76.2,1.27,0,52.07,,NA,NA,NA,NA +Ta ,B ,1,2004,7,21,WET,16,76.2,1.27,0,52.07,,2.85,5.02,NA,NA +Ta ,B ,1,2004,7,21,WET,18,76.2,1.27,0,52.07,,2.5,4.41,NA,NA +Ta ,B ,1,2004,7,21,WET,19,101.6,1.693333333,0,52.07,,2.5,4.41,NA,NA +Ta ,B ,1,2004,7,21,WET,20,101.6,1.693333333,0,66.16,,2.95,6.62,NA,NA +Ta ,B ,1,2004,7,21,WET,21,101.6,1.693333333,0,76.58,,NA,NA,NA,NA +Ta ,B ,1,2004,7,21,WET,22,101.6,1.693333333,0,76.58,,3.03,7.87,NA,NA +Ta ,B ,1,2004,7,21,WET,23,101.6,1.693333333,0,76.58,,NA,NA,NA,NA +Ta ,B ,1,2004,7,21,WET,24,101.6,1.693333333,0,76.58,,2.99,7.76,NA,NA +Ta ,B ,1,2004,7,21,WET,26,127,2.116666667,0,76.58,,2.81,7.29,NA,NA +Ta ,B ,1,2004,7,21,WET,27,127,2.116666667,0,93.45,,2.91,9.21,NA,NA +Ta ,B ,1,2004,7,21,WET,28,127,2.116666667,0,97.9,,3.38,11.22,NA,NA +Ta ,B ,1,2004,7,21,WET,29,127,2.116666667,0,97.9,,3,9.93,NA,NA +Ta ,B ,1,2004,7,21,WET,31,127,2.116666667,0,97.9,,3.19,10.56,NA,NA +Ta ,B ,1,2004,7,21,WET,33,152.4,2.54,0,97.9,,2.69,8.91,NA,NA +Ta ,B ,1,2004,7,21,WET,34,152.4,2.54,0,136.84,,3.68,17.04,NA,NA +Ta ,B ,1,2004,7,21,WET,35,152.4,2.54,0,138.35,,3.6,16.88,NA,NA +Ta ,B ,1,2004,7,21,WET,36,152.4,2.54,0,138.35,,3.73,17.46,NA,NA +Ta ,B ,1,2004,7,21,WET,38,152.4,2.54,0,138.35,,3.15,14.75,NA,NA +Ta ,B ,1,2004,7,21,WET,40,177.8,2.963333333,0,138.35,,3.13,14.69,NA,NA +Ta ,B ,1,2004,7,21,WET,41,177.8,2.963333333,0,141,,3.46,16.55,NA,NA +Ta ,B ,1,2004,7,21,WET,42,177.8,2.963333333,0,156.2,,3.33,17.61,NA,NA +Ta ,B ,1,2004,7,21,WET,43,177.8,2.963333333,0,156.2,,3.14,16.63,NA,NA +Ta ,B ,1,2004,7,21,WET,45,177.8,2.963333333,0,153.86,,3.47,18.1,NA,NA +Ta ,B ,1,2004,7,21,WET,47,0,0,0,153.86,,3.56,18.53,NA,NA +Ta ,B ,1,2004,7,21,WET,47.5,0,0,0,73.86,,0.66,1.66,NA,NA +Ta ,B ,1,2004,7,21,WET,48,0,0,0,28.76,,0.13,0.13,NA,NA +Ta ,B ,1,2004,7,21,WET,48.5,0,0,0,15.58,,0.17,0.09,NA,NA +Ta ,B ,1,2004,7,21,WET,49,0,0,0,7.53,,NA,NA,NA,NA +Ta ,B ,1,2004,7,21,WET,49.66666667,0,0,0,0,,NA,NA,NA,NA +Ta ,B ,1,2004,7,21,WET2,0,50.8,0.846666667,0,0,,NA,NA,NA,NA +Ta ,B ,1,2004,7,21,WET2,0.783333333,50.8,0.846666667,0,0,,NA,NA,NA,NA +Ta ,B ,1,2004,7,21,WET2,2,50.8,0.846666667,0,16.22,,0.5,0.27,NA,NA +Ta ,B ,1,2004,7,21,WET2,3,50.8,0.846666667,0,30.5,,0.99,1.02,NA,NA +Ta ,B ,1,2004,7,21,WET2,4,50.8,0.846666667,0,32.14,,1.14,1.24,NA,NA +Ta ,B ,1,2004,7,21,WET2,5,50.8,0.846666667,0,32.14,,1.33,1.45,NA,NA +Ta ,B ,1,2004,7,21,WET2,7,50.8,0.846666667,0,32.14,,1.21,1.31,NA,NA +Ta ,B ,1,2004,7,21,WET2,9,25.4,0.423333333,0,32.14,,1.4,1.52,NA,NA +Ta ,B ,1,2004,7,21,WET2,10,25.4,0.423333333,0,24.76,,0.74,0.62,NA,NA +Ta ,B ,1,2004,7,21,WET2,11,25.4,0.423333333,0,18.81,,0.8,0.51,NA,NA +Ta ,B ,1,2004,7,21,WET2,12,25.4,0.423333333,0,17.07,,0.57,0.32,NA,NA +Ta ,B ,1,2004,7,21,WET2,13,25.4,0.423333333,0,17.07,,0.56,0.32,NA,NA +Ta ,B ,1,2004,7,21,WET2,15,25.4,0.423333333,0,15.69,,0.64,0.34,NA,NA +Ta ,B ,1,2004,7,21,WET2,17,0,0,0,15.69,,0.48,0.25,NA,NA +Ta ,B ,1,2004,7,21,WET2,17.5,0,0,0,12.83,,NA,NA,NA,NA +Ta ,B ,1,2004,7,21,WET2,18.38333333,0,0,0,0,,NA,NA,NA,NA +Ta ,B ,2,2004,7,21,DRY,0,63.5,1.058333333,0,0,,NA,NA,NA,NA +Ta ,B ,2,2004,7,21,DRY,3.57,63.5,1.058333333,0,0,,NA,NA,NA,NA +Ta ,B ,2,2004,7,21,DRY,4.5,63.5,1.058333333,0,9.48,,NA,NA,NA,NA +Ta ,B ,2,2004,7,21,DRY,5,63.5,1.058333333,0,16.32,,3.99,2.2,NA,NA +Ta ,B ,2,2004,7,21,DRY,6,63.5,1.058333333,0,29.87,,3.53,3.57,NA,NA +Ta ,B ,2,2004,7,21,DRY,7,63.5,1.058333333,0,29.87,,3.98,4.03,NA,NA +Ta ,B ,2,2004,7,21,DRY,8,63.5,1.058333333,0,32.53,,4.09,4.5,NA,NA +Ta ,B ,2,2004,7,21,DRY,9,63.5,1.058333333,0,32.53,,NA,NA,NA,NA +Ta ,B ,2,2004,7,21,DRY,10,63.5,1.058333333,0,32.53,,3.35,3.69,NA,NA +Ta ,B ,2,2004,7,21,DRY,15,63.5,1.058333333,0,32.53,,3.02,3.32,NA,NA +Ta ,B ,2,2004,7,21,DRY,20,63.5,1.058333333,0,32.53,,2.74,3.01,NA,NA +Ta ,B ,2,2004,7,21,DRY,25,63.5,1.058333333,0,32.53,,2.37,2.61,NA,NA +Ta ,B ,2,2004,7,21,DRY,30,63.5,1.058333333,0,38.14,,2.22,2.86,NA,NA +Ta ,B ,2,2004,7,21,DRY,32,63.5,1.058333333,0,38.14,,NA,NA,NA,NA +Ta ,B ,2,2004,7,21,DRY,35,63.5,1.058333333,0,38.14,,2.06,2.66,NA,NA +Ta ,B ,2,2004,7,21,DRY,38,63.5,1.058333333,0,38.14,,NA,NA,NA,NA +Ta ,B ,2,2004,7,21,DRY,40,63.5,1.058333333,0,38.14,,2.21,2.85,NA,NA +Ta ,B ,2,2004,7,21,DRY,45,63.5,1.058333333,0,38.14,,2.17,2.81,NA,NA +Ta ,B ,2,2004,7,21,DRY,45.25,63.5,1.058333333,0,34.2,,NA,NA,NA,NA +Ta ,B ,2,2004,7,21,DRY,45.5,63.5,1.058333333,0,22.19,,0.65,0.48,NA,NA +Ta ,B ,2,2004,7,21,DRY,45.75,63.5,1.058333333,0,15.48,,NA,NA,NA,NA +Ta ,B ,2,2004,7,21,DRY,46,63.5,1.058333333,0,8.23,,NA,NA,NA,NA +Ta ,B ,2,2004,7,21,DRY,46.17,0,0,0,0,,NA,NA,NA,NA +Ta ,B ,2,2004,7,21,WET,0,63.5,1.058333333,0,0,,NA,NA,NA,NA +Ta ,B ,2,2004,7,21,WET,1.6,63.5,1.058333333,0,0,,NA,NA,NA,NA +Ta ,B ,2,2004,7,21,WET,2.17,63.5,1.058333333,0,11.85,,NA,NA,NA,NA +Ta ,B ,2,2004,7,21,WET,2.5,63.5,1.058333333,0,20.82,,NA,NA,NA,NA +Ta ,B ,2,2004,7,21,WET,3,63.5,1.058333333,0,36.68,,2.4,2.98,NA,NA +Ta ,B ,2,2004,7,21,WET,4,63.5,1.058333333,0,49.62,,2.61,4.39,NA,NA +Ta ,B ,2,2004,7,21,WET,5,63.5,1.058333333,0,49.62,,2.19,3.69,NA,NA +Ta ,B ,2,2004,7,21,WET,7,63.5,1.058333333,0,49.62,,2.14,3.6,NA,NA +Ta ,B ,2,2004,7,21,WET,9,76.2,1.27,0,49.62,,2.23,3.75,NA,NA +Ta ,B ,2,2004,7,21,WET,10,76.2,1.27,0,59.75,,2.6,5.27,NA,NA +Ta ,B ,2,2004,7,21,WET,11,76.2,1.27,0,63.85,,2.31,4.99,NA,NA +Ta ,B ,2,2004,7,21,WET,12,76.2,1.27,0,63.85,,2.19,4.73,NA,NA +Ta ,B ,2,2004,7,21,WET,14,76.2,1.27,0,63.85,,2.43,5.25,NA,NA +Ta ,B ,2,2004,7,21,WET,16,0,0,0,63.85,,2.29,4.95,NA,NA +Ta ,B ,2,2004,7,21,WET,16.5,0,0,0,45.8,,0.69,1.07,NA,NA +Ta ,B ,2,2004,7,21,WET,17,0,0,0,16.53,,0.6,0.33,NA,NA +Ta ,B ,2,2004,7,21,WET,17.35,0,0,0,0,,NA,NA,NA,NA +Ta ,B ,2,2004,7,21,WET,54,101.6,1.693333333,0,0,,NA,NA,NA,NA +Ta ,B ,2,2004,7,21,WET,55.08,101.6,1.693333333,0,0,,NA,NA,NA,NA +Ta ,B ,2,2004,7,21,WET,55.5,101.6,1.693333333,0,34.07,,NA,NA,NA,NA +Ta ,B ,2,2004,7,21,WET,56,101.6,1.693333333,0,72.11,,3.18,7.76,NA,NA +Ta ,B ,2,2004,7,21,WET,57,101.6,1.693333333,0,90.91,,2.68,8.25,NA,NA +Ta ,B ,2,2004,7,21,WET,58,101.6,1.693333333,0,90.91,,2.58,7.94,NA,NA +Ta ,B ,2,2004,7,21,WET,60,101.6,1.693333333,0,90.91,,2.5,7.7,NA,NA +Ta ,B ,2,2004,7,21,WET,62,127,2.116666667,0,90.91,,2.69,8.28,NA,NA +Ta ,B ,2,2004,7,21,WET,63,127,2.116666667,0,107.65,,2.6,9.5,NA,NA +Ta ,B ,2,2004,7,21,WET,64,127,2.116666667,0,108,,2.85,10.43,NA,NA +Ta ,B ,2,2004,7,21,WET,65,127,2.116666667,0,108,,2.78,10.18,NA,NA +Ta ,B ,2,2004,7,21,WET,68,152.4,2.54,0,108,,NA,NA,NA,NA +Ta ,B ,2,2004,7,21,WET,69,152.4,2.54,0,135.71,,3.44,15.83,NA,NA +Ta ,B ,2,2004,7,21,WET,70,152.4,2.54,0,130.85,,3.55,15.76,NA,NA +Ta ,B ,2,2004,7,21,WET,71.33,152.4,2.54,0,130.85,,3.05,13.5,NA,NA +Ta ,B ,2,2004,7,21,WET,73,152.4,2.54,0,141.76,,2.86,13.75,NA,NA +Ta ,B ,2,2004,7,21,WET,75,152.4,2.54,0,139.86,,2.92,13.83,NA,NA +Ta ,B ,2,2004,7,21,WET,77,177.8,2.963333333,0,139.86,,3.07,14.56,NA,NA +Ta ,B ,2,2004,7,21,WET,78,177.8,2.963333333,0,148.64,,3.11,15.68,NA,NA +Ta ,B ,2,2004,7,21,WET,79,177.8,2.963333333,0,152.7,,3.04,15.74,NA,NA +Ta ,B ,2,2004,7,21,WET,80,177.8,2.963333333,0,154.06,,2.9,15.11,NA,NA +Ta ,B ,2,2004,7,21,WET,81,177.8,2.963333333,0,154.06,,2.78,14.51,NA,NA +Ta ,B ,2,2004,7,21,WET,83,177.8,2.963333333,0,154.06,,2.89,15.07,NA,NA +Ta ,B ,2,2004,7,21,WET,85,0,0,0,154.06,,2.66,13.91,NA,NA +Ta ,B ,2,2004,7,21,WET,85.25,0,0,0,73.86,,NA,NA,NA,NA +Ta ,B ,2,2004,7,21,WET,85.5,0,0,0,38,,0.26,0.34,NA,NA +Ta ,B ,2,2004,7,21,WET,85.75,0,0,0,28.39,,NA,NA,NA,NA +Ta ,B ,2,2004,7,21,WET,86,0,0,0,12.73,,0.2,0.08,NA,NA +Ta ,B ,2,2004,7,21,WET,86.55,0,0,0,0,,NA,NA,NA,NA +Ta ,B ,2,2004,7,21,WET2,0,50.8,0.846666667,0,0,,NA,NA,NA,NA +Ta ,B ,2,2004,7,21,WET2,1.58,50.8,0.846666667,0,0,,NA,NA,NA,NA +Ta ,B ,2,2004,7,21,WET2,2,50.8,0.846666667,0,9.12,,0.25,0.07,NA,NA +Ta ,B ,2,2004,7,21,WET2,3,50.8,0.846666667,0,16.53,,0.31,0.17,NA,NA +Ta ,B ,2,2004,7,21,WET2,4,50.8,0.846666667,0,19.36,,0.53,0.34,NA,NA +Ta ,B ,2,2004,7,21,WET2,5,50.8,0.846666667,0,23,,0.83,0.65,NA,NA +Ta ,B ,2,2004,7,21,WET2,6,50.8,0.846666667,0,23,,0.98,0.76,NA,NA +Ta ,B ,2,2004,7,21,WET2,8,50.8,0.846666667,0,23,,1.14,0.88,NA,NA +Ta ,B ,2,2004,7,21,WET2,10,25.4,0.423333333,0,23,,1.06,0.83,NA,NA +Ta ,B ,2,2004,7,21,WET2,11,25.4,0.423333333,0,16.53,,0.6,0.33,NA,NA +Ta ,B ,2,2004,7,21,WET2,12,25.4,0.423333333,0,9.58,,0.59,0.19,NA,NA +Ta ,B ,2,2004,7,21,WET2,13,25.4,0.423333333,0,6.19,,0.62,0.13,NA,NA +Ta ,B ,2,2004,7,21,WET2,15,0,0,0,0,,NA,NA,NA,NA +Ta ,B ,3,2004,7,22,DRY,0,63.5,1.058333333,0,0,,NA,NA,NA,NA +Ta ,B ,3,2004,7,22,DRY,2,63.5,1.058333333,0,0,,NA,NA,NA,NA +Ta ,B ,3,2004,7,22,DRY,2.75,63.5,1.058333333,0,44.88,,NA,NA,NA,NA +Ta ,B ,3,2004,7,22,DRY,3.25,63.5,1.058333333,0,47.69,,3.34,5.4,NA,NA +Ta ,B ,3,2004,7,22,DRY,3.5,63.5,1.058333333,0,52.13,,NA,NA,NA,NA +Ta ,B ,3,2004,7,22,DRY,4,63.5,1.058333333,0,60.26,,2.57,5.24,NA,NA +Ta ,B ,3,2004,7,22,DRY,4.5,63.5,1.058333333,0,63.44,,NA,NA,NA,NA +Ta ,B ,3,2004,7,22,DRY,5,63.5,1.058333333,0,72.15,,2.81,6.88,NA,NA +Ta ,B ,3,2004,7,22,DRY,6,63.5,1.058333333,0,72.15,,2.89,7.07,NA,NA +Ta ,B ,3,2004,7,22,DRY,10,63.5,1.058333333,0,72.94,,2.39,5.93,NA,NA +Ta ,B ,3,2004,7,22,DRY,15,63.5,1.058333333,0,60.56,,2.59,5.33,NA,NA +Ta ,B ,3,2004,7,22,DRY,20,63.5,1.058333333,0,60.56,,2.8,5.75,NA,NA +Ta ,B ,3,2004,7,22,DRY,25,63.5,1.058333333,0,56.08,,2.62,4.98,NA,NA +Ta ,B ,3,2004,7,22,DRY,30,63.5,1.058333333,0,56.08,,2.69,5.12,NA,NA +Ta ,B ,3,2004,7,22,DRY,35,63.5,1.058333333,0,56.08,,2.35,4.47,NA,NA +Ta ,B ,3,2004,7,22,DRY,40,63.5,1.058333333,0,56.08,,2.49,4.74,NA,NA +Ta ,B ,3,2004,7,22,DRY,45,0,0,0,56.08,,2.36,4.49,NA,NA +Ta ,B ,3,2004,7,22,DRY,45.25,0,0,0,40.22,,NA,NA,NA,NA +Ta ,B ,3,2004,7,22,DRY,45.5,0,0,0,29.2,,0.6,0.59,NA,NA +Ta ,B ,3,2004,7,22,DRY,45.75,0,0,0,18.01,,NA,NA,NA,NA +Ta ,B ,3,2004,7,22,DRY,46,0,0,0,11.63,,0.36,0.14,NA,NA +Ta ,B ,3,2004,7,22,DRY,46.5,0,0,0,0,,NA,NA,NA,NA +Ta ,B ,3,2004,7,22,WET,0,63.5,1.058333333,0,0,,NA,NA,NA,NA +Ta ,B ,3,2004,7,22,WET,1.58,63.5,1.058333333,0,0,,NA,NA,NA,NA +Ta ,B ,3,2004,7,22,WET,2,63.5,1.058333333,0,24.13,,NA,NA,NA,NA +Ta ,B ,3,2004,7,22,WET,2.5,63.5,1.058333333,0,42.26,,2.26,3.23,NA,NA +Ta ,B ,3,2004,7,22,WET,3,63.5,1.058333333,0,52.27,,2.67,4.73,NA,NA +Ta ,B ,3,2004,7,22,WET,3.5,63.5,1.058333333,0,52.56,,NA,NA,NA,NA +Ta ,B ,3,2004,7,22,WET,4,63.5,1.058333333,0,52.56,,2.33,4.16,NA,NA +Ta ,B ,3,2004,7,22,WET,6,63.5,1.058333333,0,52.56,,2.35,4.19,NA,NA +Ta ,B ,3,2004,7,22,WET,8,101.6,1.693333333,0,52.56,,2.21,3.95,NA,NA +Ta ,B ,3,2004,7,22,WET,8.5,101.6,1.693333333,0,63.44,,NA,NA,NA,NA +Ta ,B ,3,2004,7,22,WET,9,101.6,1.693333333,0,95,,3.71,11.96,NA,NA +Ta ,B ,3,2004,7,22,WET,9.5,101.6,1.693333333,0,99.28,,NA,NA,NA,NA +Ta ,B ,3,2004,7,22,WET,10,101.6,1.693333333,0,99.28,,3.08,10.38,NA,NA +Ta ,B ,3,2004,7,22,WET,13,101.6,1.693333333,0,102.4,,NA,NA,NA,NA +Ta ,B ,3,2004,7,22,WET,15,101.6,1.693333333,0,108.36,,3.02,11.11,NA,NA +Ta ,B ,3,2004,7,22,WET,17,101.6,1.693333333,0,88.59,,3.11,9.34,NA,NA +Ta ,B ,3,2004,7,22,WET,20,127,2.116666667,0,88.59,,2.8,8.41,NA,NA +Ta ,B ,3,2004,7,22,WET,21.5,127,2.116666667,0,95.34,,NA,NA,NA,NA +Ta ,B ,3,2004,7,22,WET,22,127,2.116666667,0,106.24,,3.29,11.87,NA,NA +Ta ,B ,3,2004,7,22,WET,22.5,127,2.116666667,0,109.24,,NA,NA,NA,NA +Ta ,B ,3,2004,7,22,WET,23,127,2.116666667,0,109.24,,3.24,12,NA,NA +Ta ,B ,3,2004,7,22,WET,25,127,2.116666667,0,109.24,,2.83,10.48,NA,NA +Ta ,B ,3,2004,7,22,WET,27,152.4,2.54,0,109.24,,2.62,9.73,NA,NA +Ta ,B ,3,2004,7,22,WET,27.5,152.4,2.54,0,128.79,,NA,NA,NA,NA +Ta ,B ,3,2004,7,22,WET,28,152.4,2.54,0,137.56,,3.47,16.2,NA,NA +Ta ,B ,3,2004,7,22,WET,28.5,152.4,2.54,0,141.53,,NA,NA,NA,NA +Ta ,B ,3,2004,7,22,WET,29,152.4,2.54,0,141.53,,3.67,17.61,NA,NA +Ta ,B ,3,2004,7,22,WET,31,152.4,2.54,0,137.37,,3.14,14.62,NA,NA +Ta ,B ,3,2004,7,22,WET,33,177.8,2.963333333,0,137.37,,3.12,14.55,NA,NA +Ta ,B ,3,2004,7,22,WET,33.5,177.8,2.963333333,0,136.43,,NA,NA,NA,NA +Ta ,B ,3,2004,7,22,WET,34,177.8,2.963333333,0,147.63,,3.18,15.94,NA,NA +Ta ,B ,3,2004,7,22,WET,34.5,177.8,2.963333333,0,151.1,,NA,NA,NA,NA +Ta ,B ,3,2004,7,22,WET,35,177.8,2.963333333,0,156.72,,3.15,16.76,NA,NA +Ta ,B ,3,2004,7,22,WET,35.5,177.8,2.963333333,0,156.72,,NA,NA,NA,NA 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,3,2004,7,22,WET2,5,50.8,0.846666667,0,27.61,,1.09,1.02,NA,NA +Ta ,B ,3,2004,7,22,WET2,7,50.8,0.846666667,0,27.61,,1.07,1,NA,NA +Ta ,B ,3,2004,7,22,WET2,9,25.4,0.423333333,0,27.61,,1.14,1.07,NA,NA +Ta ,B ,3,2004,7,22,WET2,9.5,25.4,0.423333333,0,25.91,,NA,NA,NA,NA +Ta ,B ,3,2004,7,22,WET2,10,25.4,0.423333333,0,19.11,,0.52,0.34,NA,NA +Ta ,B ,3,2004,7,22,WET2,10.5,25.4,0.423333333,0,13.01,,NA,NA,NA,NA +Ta ,B ,3,2004,7,22,WET2,11,25.4,0.423333333,0,11.25,,0.49,0.19,NA,NA +Ta ,B ,3,2004,7,22,WET2,13,0,0,0,7.43,,NA,NA,NA,NA +Ta ,B ,3,2004,7,22,WET2,13.15,0,0,0,0,,NA,NA,NA,NA +Ta ,B ,4,2004,7,22,DRY,0,63.5,1.058333333,0,0,,NA,NA,NA,NA +Ta ,B ,4,2004,7,22,DRY,3.22,63.5,1.058333333,0,0,,NA,NA,NA,NA +Ta ,B ,4,2004,7,22,DRY,3.75,63.5,1.058333333,0,4.69,,NA,NA,NA,NA +Ta ,B ,4,2004,7,22,DRY,4.5,63.5,1.058333333,0,12.61,,NA,NA,NA,NA +Ta ,B ,4,2004,7,22,DRY,5,63.5,1.058333333,0,16.83,,1.53,0.87,NA,NA +Ta ,B ,4,2004,7,22,DRY,5.5,63.5,1.058333333,0,18.23,,NA,NA,NA,NA +Ta ,B ,4,2004,7,22,DRY,6,63.5,1.058333333,0,21.01,,1.76,1.25,NA,NA +Ta ,B ,4,2004,7,22,DRY,6.5,63.5,1.058333333,0,24.13,,NA,NA,NA,NA +Ta ,B ,4,2004,7,22,DRY,7,63.5,1.058333333,0,24.84,,1.1,0.92,NA,NA +Ta ,B ,4,2004,7,22,DRY,8,63.5,1.058333333,0,25.19,,0.93,0.79,NA,NA +Ta ,B ,4,2004,7,22,DRY,10,63.5,1.058333333,0,29.08,,0.87,0.86,NA,NA +Ta ,B ,4,2004,7,22,DRY,15,63.5,1.058333333,0,26.03,,0.92,0.81,NA,NA +Ta ,B ,4,2004,7,22,DRY,20,63.5,1.058333333,0,26.03,,1.3,1.15,NA,NA +Ta ,B ,4,2004,7,22,DRY,25,63.5,1.058333333,0,26.03,,0.86,0.76,NA,NA +Ta ,B ,4,2004,7,22,DRY,30,63.5,1.058333333,0,26.03,,0.68,0.6,NA,NA +Ta ,B ,4,2004,7,22,DRY,35,63.5,1.058333333,0,30.07,,0.84,0.85,NA,NA +Ta ,B ,4,2004,7,22,DRY,40,63.5,1.058333333,0,30.07,,0.74,0.75,NA,NA +Ta ,B ,4,2004,7,22,DRY,45,0,0,0,30.07,,0.84,0.86,NA,NA +Ta ,B ,4,2004,7,22,DRY,45.25,0,0,0,24.48,,NA,NA,NA,NA +Ta ,B ,4,2004,7,22,DRY,45.5,0,0,0,16.51,,0.21,0.12,NA,NA +Ta ,B ,4,2004,7,22,DRY,45.75,0,0,0,13.61,,NA,NA,NA,NA +Ta ,B ,4,2004,7,22,DRY,46,0,0,0,9.29,,NA,NA,NA,NA +Ta ,B ,4,2004,7,22,DRY,46.4,0,0,0,0,,NA,NA,NA,NA +Ta ,B ,4,2004,7,22,WET,0,63.5,1.058333333,0,0,,NA,NA,NA,NA +Ta ,B ,4,2004,7,22,WET,3.1,63.5,1.058333333,0,0,,NA,NA,NA,NA +Ta ,B ,4,2004,7,22,WET,3.5,63.5,1.058333333,0,7.52,,NA,NA,NA,NA +Ta ,B ,4,2004,7,22,WET,4,63.5,1.058333333,0,13.11,,NA,NA,NA,NA +Ta ,B ,4,2004,7,22,WET,4.5,63.5,1.058333333,0,18.12,,4.61,2.83,NA,NA +Ta ,B ,4,2004,7,22,WET,5,63.5,1.058333333,0,21.12,,NA,NA,NA,NA +Ta ,B ,4,2004,7,22,WET,5.5,63.5,1.058333333,0,23.66,,2.45,1.96,NA,NA +Ta ,B ,4,2004,7,22,WET,6,63.5,1.058333333,0,28.83,,NA,NA,NA,NA +Ta ,B ,4,2004,7,22,WET,6.5,63.5,1.058333333,0,30.7,,1.79,1.86,NA,NA +Ta ,B ,4,2004,7,22,WET,7,63.5,1.058333333,0,30.7,,NA,NA,NA,NA +Ta ,B ,4,2004,7,22,WET,8,63.5,1.058333333,0,37.01,,1.25,1.57,NA,NA +Ta ,B ,4,2004,7,22,WET,10,63.5,1.058333333,0,42.12,,1.36,1.94,NA,NA +Ta ,B ,4,2004,7,22,WET,12,63.5,1.058333333,0,37.68,,0.98,1.25,NA,NA +Ta ,B ,4,2004,7,22,WET,13,101.6,1.693333333,0,37.68,,0.9,1.15,NA,NA +Ta ,B ,4,2004,7,22,WET,13.5,101.6,1.693333333,0,45.16,,NA,NA,NA,NA +Ta ,B ,4,2004,7,22,WET,14,101.6,1.693333333,0,59.65,,1.42,2.87,NA,NA +Ta ,B ,4,2004,7,22,WET,14.5,101.6,1.693333333,0,65.44,,NA,NA,NA,NA +Ta ,B ,4,2004,7,22,WET,15,101.6,1.693333333,0,65.44,,1.54,3.41,NA,NA +Ta ,B ,4,2004,7,22,WET,16,101.6,1.693333333,0,71.99,,1.47,3.6,NA,NA +Ta ,B ,4,2004,7,22,WET,18,101.6,1.693333333,0,89.93,,1.42,4.34,NA,NA +Ta ,B ,4,2004,7,22,WET,20,101.6,1.693333333,0,89.93,,1.3,3.96,NA,NA +Ta ,B ,4,2004,7,22,WET,23,127,2.116666667,0,79.2,,1.22,3.28,NA,NA +Ta ,B ,4,2004,7,22,WET,23.25,127,2.116666667,0,83.28,,NA,NA,NA,NA +Ta ,B ,4,2004,7,22,WET,24,127,2.116666667,0,91.44,,1.36,4.22,NA,NA +Ta ,B ,4,2004,7,22,WET,24.5,127,2.116666667,0,99.97,,NA,NA,NA,NA +Ta ,B ,4,2004,7,22,WET,25,127,2.116666667,0,104.84,,1.46,5.19,NA,NA +Ta ,B ,4,2004,7,22,WET,25.5,127,2.116666667,0,104.84,,NA,NA,NA,NA +Ta ,B ,4,2004,7,22,WET,26,127,2.116666667,0,104.84,,1.09,3.9,NA,NA +Ta ,B ,4,2004,7,22,WET,28,127,2.116666667,0,94.15,,1.34,4.29,NA,NA +Ta ,B ,4,2004,7,22,WET,30,152.4,2.54,0,94.15,,1.5,4.81,NA,NA +Ta ,B ,4,2004,7,22,WET,30.5,152.4,2.54,0,92.79,,NA,NA,NA,NA +Ta ,B ,4,2004,7,22,WET,31,152.4,2.54,0,113.51,,1.66,6.41,NA,NA +Ta ,B ,4,2004,7,22,WET,31.5,152.4,2.54,0,120.72,,NA,NA,NA,NA +Ta ,B ,4,2004,7,22,WET,32,152.4,2.54,0,124.18,,1.8,7.6,NA,NA +Ta ,B ,4,2004,7,22,WET,32.5,152.4,2.54,0,124.18,,NA,NA,NA,NA +Ta ,B ,4,2004,7,22,WET,33,152.4,2.54,0,121.63,,1.54,6.38,NA,NA +Ta ,B ,4,2004,7,22,WET,35,152.4,2.54,0,119.09,,1.32,5.35,NA,NA +Ta ,B ,4,2004,7,22,WET,37,177.8,2.963333333,0,119.09,,1.66,6.72,NA,NA +Ta ,B ,4,2004,7,22,WET,37.5,177.8,2.963333333,0,122.9,,NA,NA,NA,NA +Ta ,B ,4,2004,7,22,WET,38,177.8,2.963333333,0,133.24,,1.81,8.21,NA,NA +Ta ,B ,4,2004,7,22,WET,38.75,177.8,2.963333333,0,137.37,,NA,NA,NA,NA +Ta ,B ,4,2004,7,22,WET,39,177.8,2.963333333,0,137.37,,1.53,7.15,NA,NA +Ta ,B ,4,2004,7,22,WET,40,177.8,2.963333333,0,137.37,,1.54,7.19,NA,NA +Ta ,B ,4,2004,7,22,WET,42,177.8,2.963333333,0,137.37,,1.51,7.05,NA,NA +Ta ,B ,4,2004,7,22,WET,44,0,0,0,137.37,,1.41,6.59,NA,NA +Ta ,B ,4,2004,7,22,WET,44.25,0,0,0,98.08,,NA,NA,NA,NA +Ta ,B ,4,2004,7,22,WET,44.5,0,0,0,65.59,,0.32,0.72,NA,NA +Ta ,B ,4,2004,7,22,WET,44.75,0,0,0,43.5,,NA,NA,NA,NA +Ta ,B ,4,2004,7,22,WET,45,0,0,0,31.33,,0.07,0.08,NA,NA +Ta ,B ,4,2004,7,22,WET,45.5,0,0,0,13.81,,NA,NA,NA,NA +Ta ,B ,4,2004,7,22,WET,45.83,0,0,0,0,,NA,NA,NA,NA +Ta ,B ,4,2004,7,22,WET2,0,50.8,0.846666667,0,0,,NA,NA,NA,NA +Ta ,B ,4,2004,7,22,WET2,2.55,50.8,0.846666667,0,0,,NA,NA,NA,NA +Ta ,B ,4,2004,7,22,WET2,2.75,50.8,0.846666667,0,12.22,,NA,NA,NA,NA +Ta ,B ,4,2004,7,22,WET2,3,50.8,0.846666667,0,14.11,,0.27,0.13,NA,NA +Ta ,B ,4,2004,7,22,WET2,3.5,50.8,0.846666667,0,15.04,,NA,NA,NA,NA +Ta ,B ,4,2004,7,22,WET2,4,50.8,0.846666667,0,15.04,,0.3,0.15,NA,NA +Ta ,B ,4,2004,7,22,WET2,5.5,50.8,0.846666667,0,19.55,,0.39,0.25,NA,NA +Ta ,B ,4,2004,7,22,WET2,7,50.8,0.846666667,0,23.19,,0.32,0.25,NA,NA +Ta ,B ,4,2004,7,22,WET2,8,50.8,0.846666667,0,24.48,,0.38,0.32,NA,NA +Ta ,B ,4,2004,7,22,WET2,9,50.8,0.846666667,0,24.48,,0.46,0.38,NA,NA +Ta ,B ,4,2004,7,22,WET2,10,50.8,0.846666667,0,24.48,,0.56,0.46,NA,NA +Ta ,B ,4,2004,7,22,WET2,13,25.4,0.423333333,0,24.48,,0.55,0.46,NA,NA +Ta ,B ,4,2004,7,22,WET2,13.5,25.4,0.423333333,0,23.43,,NA,NA,NA,NA +Ta ,B ,4,2004,7,22,WET2,14,25.4,0.423333333,0,17.04,,0.28,0.16,NA,NA +Ta ,B ,4,2004,7,22,WET2,14.5,0,0,0,15.04,,NA,NA,NA,NA +Ta ,B ,4,2004,7,22,WET2,15,0,0,0,0,,NA,NA,NA,NA +Ta ,N ,1,2004,8,19,DRY,0,63.5,1.058333333,0,0,,NA,NA,NA,NA +Ta ,N ,1,2004,8,19,DRY,2.08,63.5,1.058333333,0,0,,NA,NA,NA,NA +Ta ,N ,1,2004,8,19,DRY,3,63.5,1.058333333,0,6.51,,NA,NA,NA,NA +Ta ,N ,1,2004,8,19,DRY,3.5,63.5,1.058333333,0,8.57,,NA,NA,NA,NA +Ta ,N ,1,2004,8,19,DRY,4,63.5,1.058333333,0,9.2,,1.82,0.56,NA,NA +Ta ,N ,1,2004,8,19,DRY,4.5,63.5,1.058333333,0,13.81,,NA,NA,NA,NA +Ta ,N ,1,2004,8,19,DRY,5,63.5,1.058333333,0,17.04,,1.63,0.94,NA,NA +Ta ,N ,1,2004,8,19,DRY,5.5,63.5,1.058333333,0,19.33,,NA,NA,NA,NA +Ta ,N ,1,2004,8,19,DRY,6,63.5,1.058333333,0,19.33,,1.31,0.86,NA,NA +Ta ,N ,1,2004,8,19,DRY,8,63.5,1.058333333,0,20.56,,NA,NA,NA,NA +Ta ,N ,1,2004,8,19,DRY,10,63.5,1.058333333,0,23.43,,0.92,0.73,NA,NA +Ta ,N ,1,2004,8,19,DRY,15,63.5,1.058333333,0,23.43,,0.56,0.45,NA,NA +Ta ,N ,1,2004,8,19,DRY,20,63.5,1.058333333,0,23.43,,NA,NA,NA,NA +Ta ,N ,1,2004,8,19,DRY,25,63.5,1.058333333,0,23.43,,0.58,0.46,NA,NA +Ta ,N ,1,2004,8,19,DRY,30,63.5,1.058333333,0,23.43,,NA,NA,NA,NA +Ta ,N ,1,2004,8,19,DRY,35,63.5,1.058333333,0,25.08,,0.35,0.3,NA,NA +Ta ,N ,1,2004,8,19,DRY,40,63.5,1.058333333,0,28.46,,NA,NA,NA,NA +Ta ,N ,1,2004,8,19,DRY,42,63.5,1.058333333,0,28.46,,NA,NA,NA,NA +Ta ,N ,1,2004,8,19,DRY,45,0,0,0,28.46,,0.33,0.32,NA,NA +Ta ,N ,1,2004,8,19,DRY,45.25,0,0,0,23.66,,NA,NA,NA,NA +Ta ,N ,1,2004,8,19,DRY,45.5,0,0,0,16.08,,0.13,0.07,NA,NA +Ta ,N ,1,2004,8,19,DRY,45.75,0,0,0,10.96,,NA,NA,NA,NA +Ta ,N ,1,2004,8,19,DRY,46.5,0,0,0,0,,NA,NA,NA,NA +Ta ,N ,1,2004,8,19,WET,0,63.5,1.058333333,0,0,,NA,NA,NA,NA +Ta ,N ,1,2004,8,19,WET,1.58,63.5,1.058333333,0,0,,NA,NA,NA,NA +Ta ,N ,1,2004,8,19,WET,2.5,63.5,1.058333333,0,8.57,,NA,NA,NA,NA +Ta ,N ,1,2004,8,19,WET,3,63.5,1.058333333,0,11.83,,0.36,0.14,NA,NA +Ta ,N ,1,2004,8,19,WET,3.5,63.5,1.058333333,0,13.91,,NA,NA,NA,NA +Ta ,N ,1,2004,8,19,WET,4,63.5,1.058333333,0,20.56,,0.68,0.47,NA,NA +Ta ,N ,1,2004,8,19,WET,4.5,63.5,1.058333333,0,29.45,,NA,NA,NA,NA +Ta ,N ,1,2004,8,19,WET,5,63.5,1.058333333,0,31.08,,0.54,0.57,NA,NA +Ta ,N ,1,2004,8,19,WET,6,63.5,1.058333333,0,33.75,,NA,NA,NA,NA +Ta ,N ,1,2004,8,19,WET,7,63.5,1.058333333,0,35.83,,0.4,0.49,NA,NA +Ta ,N ,1,2004,8,19,WET,8,63.5,1.058333333,0,35.83,,NA,NA,NA,NA +Ta ,N ,1,2004,8,19,WET,10,63.5,1.058333333,0,35.83,,0.38,0.46,NA,NA +Ta ,N ,1,2004,8,19,WET,12,101.6,1.693333333,0,35.83,,0.36,0.44,NA,NA +Ta ,N ,1,2004,8,19,WET,12.5,101.6,1.693333333,0,41.31,,NA,NA,NA,NA +Ta ,N ,1,2004,8,19,WET,13,101.6,1.693333333,0,54.75,,0.5,0.93,NA,NA +Ta ,N ,1,2004,8,19,WET,13.5,101.6,1.693333333,0,59.8,,NA,NA,NA,NA +Ta ,N ,1,2004,8,19,WET,14,101.6,1.693333333,0,64.51,,0.48,1.06,NA,NA +Ta ,N ,1,2004,8,19,WET,15,101.6,1.693333333,0,64.51,,NA,NA,NA,NA +Ta ,N ,1,2004,8,19,WET,17,101.6,1.693333333,0,68.85,,0.45,1.07,NA,NA +Ta ,N ,1,2004,8,19,WET,20,101.6,1.693333333,0,68.85,,0.41,0.96,NA,NA +Ta ,N ,1,2004,8,19,WET,22,127,2.116666667,0,68.85,,0.35,0.83,NA,NA +Ta ,N ,1,2004,8,19,WET,22.5,127,2.116666667,0,73.73,,NA,NA,NA,NA +Ta ,N ,1,2004,8,19,WET,23,127,2.116666667,0,82.29,,0.57,1.59,NA,NA +Ta ,N ,1,2004,8,19,WET,23.5,127,2.116666667,0,89.76,,NA,NA,NA,NA +Ta ,N ,1,2004,8,19,WET,24,127,2.116666667,0,89.76,,0.38,1.16,NA,NA +Ta ,N ,1,2004,8,19,WET,24.5,127,2.116666667,0,89.76,,NA,NA,NA,NA +Ta ,N ,1,2004,8,19,WET,25,127,2.116666667,0,89.76,,0.37,1.15,NA,NA +Ta ,N ,1,2004,8,19,WET,27,127,2.116666667,0,89.76,,0.37,1.12,NA,NA +Ta ,N ,1,2004,8,19,WET,29,152.4,2.54,0,89.76,,0.31,0.94,NA,NA +Ta ,N ,1,2004,8,19,WET,29.5,152.4,2.54,0,96.54,,NA,NA,NA,NA +Ta ,N ,1,2004,8,19,WET,30,152.4,2.54,0,109.77,,0.41,1.53,NA,NA +Ta ,N ,1,2004,8,19,WET,30.5,152.4,2.54,0,114.58,,NA,NA,NA,NA +Ta ,N ,1,2004,8,19,WET,31,152.4,2.54,0,114.58,,0.39,1.54,NA,NA +Ta ,N ,1,2004,8,19,WET,34,152.4,2.54,0,114.58,,0.35,1.37,NA,NA +Ta ,N ,1,2004,8,19,WET,36,177.8,2.963333333,0,114.58,,0.3,1.19,NA,NA +Ta ,N ,1,2004,8,19,WET,36.5,177.8,2.963333333,0,121.26,,NA,NA,NA,NA +Ta ,N ,1,2004,8,19,WET,37,177.8,2.963333333,0,129.53,,0.38,1.69,NA,NA +Ta ,N ,1,2004,8,19,WET,37.5,177.8,2.963333333,0,129.53,,NA,NA,NA,NA +Ta ,N ,1,2004,8,19,WET,38,177.8,2.963333333,0,131.75,,0.36,1.64,NA,NA +Ta ,N ,1,2004,8,19,WET,39,177.8,2.963333333,0,131.75,,0.39,1.76,NA,NA +Ta ,N ,1,2004,8,19,WET,41,177.8,2.963333333,0,131.75,,0.38,1.7,NA,NA +Ta ,N ,1,2004,8,19,WET,43,0,0,0,131.75,,0.3,1.34,NA,NA +Ta ,N ,1,2004,8,19,WET,43.25,0,0,0,115.12,,NA,NA,NA,NA +Ta ,N ,1,2004,8,19,WET,43.5,0,0,0,75.33,,0.08,0.2,NA,NA +Ta ,N ,1,2004,8,19,WET,43.75,0,0,0,58.75,,NA,NA,NA,NA +Ta ,N ,1,2004,8,19,WET,44,0,0,0,39.28,,0.04,0.06,NA,NA +Ta ,N ,1,2004,8,19,WET,44.5,0,0,0,19.33,,NA,NA,NA,NA +Ta ,N ,1,2004,8,19,WET,45,0,0,0,8.57,,NA,NA,NA,NA +Ta ,N ,1,2004,8,19,WET,45.58,0,0,0,0,,NA,NA,NA,NA +Ta ,N ,1,2004,8,19,WET2,0,50.8,0.846666667,0,0,,NA,NA,NA,NA +Ta ,N ,1,2004,8,19,WET2,1.67,50.8,0.846666667,0,0,,NA,NA,NA,NA +Ta ,N ,1,2004,8,19,WET2,3,50.8,0.846666667,0,7.18,,NA,NA,NA,NA +Ta ,N ,1,2004,8,19,WET2,4,50.8,0.846666667,0,13.61,,0.14,0.06,NA,NA +Ta ,N ,1,2004,8,19,WET2,5,50.8,0.846666667,0,20.11,,0.16,0.11,NA,NA +Ta ,N ,1,2004,8,19,WET2,6,50.8,0.846666667,0,21.92,,NA,NA,NA,NA +Ta ,N ,1,2004,8,19,WET2,8,50.8,0.846666667,0,24.48,,0.14,0.11,NA,NA +Ta ,N ,1,2004,8,19,WET2,10,50.8,0.846666667,0,24.48,,0.13,0.1,NA,NA +Ta ,N ,1,2004,8,19,WET2,13,25.4,0.423333333,0,24.48,,0.19,0.16,NA,NA +Ta ,N ,1,2004,8,19,WET2,14,25.4,0.423333333,0,15.66,,NA,NA,NA,NA +Ta ,N ,1,2004,8,19,WET2,15,25.4,0.423333333,0,11.15,,0.11,0.04,NA,NA +Ta ,N ,1,2004,8,19,WET2,16,25.4,0.423333333,0,8.75,,NA,NA,NA,NA +Ta ,N ,1,2004,8,19,WET2,17,0,0,0,7.35,,0.15,0.03,NA,NA +Ta ,N ,1,2004,8,19,WET2,18.17,0,0,0,0,,NA,NA,NA,NA +Ta ,N ,2,2004,8,19,DRY,0,63.5,1.058333333,0,0,,NA,NA,NA,NA +Ta ,N ,2,2004,8,19,DRY,2.17,63.5,1.058333333,0,0,,NA,NA,NA,NA +Ta ,N ,2,2004,8,19,DRY,3,63.5,1.058333333,0,5.08,,NA,NA,NA,NA +Ta ,N ,2,2004,8,19,DRY,3.5,63.5,1.058333333,0,6.03,,NA,NA,NA,NA +Ta ,N ,2,2004,8,19,DRY,4,63.5,1.058333333,0,7.44,,1.92,0.48,NA,NA +Ta ,N ,2,2004,8,19,DRY,5,63.5,1.058333333,0,10.22,,NA,NA,NA,NA +Ta ,N ,2,2004,8,19,DRY,6,63.5,1.058333333,0,13.13,,1.31,0.58,NA,NA +Ta ,N ,2,2004,8,19,DRY,8,63.5,1.058333333,0,13.63,,NA,NA,NA,NA +Ta ,N ,2,2004,8,19,DRY,10,63.5,1.058333333,0,14.65,,1.07,0.53,NA,NA +Ta ,N ,2,2004,8,19,DRY,13.5,63.5,1.058333333,0,15.48,,NA,NA,NA,NA +Ta ,N ,2,2004,8,19,DRY,15,63.5,1.058333333,0,15.48,,0.95,0.49,NA,NA +Ta ,N ,2,2004,8,19,DRY,20,63.5,1.058333333,0,15.48,,NA,NA,NA,NA +Ta ,N ,2,2004,8,19,DRY,25,63.5,1.058333333,0,16.85,,0.71,0.4,NA,NA +Ta ,N ,2,2004,8,19,DRY,30,63.5,1.058333333,0,16.85,,NA,NA,NA,NA +Ta ,N ,2,2004,8,19,DRY,35,63.5,1.058333333,0,16.85,,0.58,0.33,NA,NA +Ta ,N ,2,2004,8,19,DRY,40,63.5,1.058333333,0,19.81,,NA,NA,NA,NA +Ta ,N ,2,2004,8,19,DRY,45,0,0,0,19.81,,0.37,0.25,NA,NA +Ta ,N ,2,2004,8,19,DRY,45.25,0,0,0,17.93,,NA,NA,NA,NA +Ta ,N ,2,2004,8,19,DRY,45.5,0,0,0,11.94,,0.19,0.07,NA,NA +Ta ,N ,2,2004,8,19,DRY,46.33,0,0,0,0,,NA,NA,NA,NA +Ta ,N ,2,2004,8,19,WET,0,63.5,1.058333333,0,0,,NA,NA,NA,NA +Ta ,N ,2,2004,8,19,WET,1.33,63.5,1.058333333,0,0,,NA,NA,NA,NA +Ta ,N ,2,2004,8,19,WET,2,63.5,1.058333333,0,4.69,,NA,NA,NA,NA +Ta ,N ,2,2004,8,19,WET,2.5,63.5,1.058333333,0,6.35,,NA,NA,NA,NA +Ta ,N ,2,2004,8,19,WET,3,63.5,1.058333333,0,7.19,,0.61,0.15,NA,NA +Ta ,N ,2,2004,8,19,WET,3.5,63.5,1.058333333,0,9.03,,NA,NA,NA,NA +Ta ,N ,2,2004,8,19,WET,4.5,63.5,1.058333333,0,13.23,,0.46,0.2,NA,NA +Ta ,N ,2,2004,8,19,WET,5,63.5,1.058333333,0,16.53,,NA,NA,NA,NA +Ta ,N ,2,2004,8,19,WET,6,63.5,1.058333333,0,21.96,,0.44,0.33,NA,NA +Ta ,N ,2,2004,8,19,WET,7,63.5,1.058333333,0,27.16,,NA,NA,NA,NA +Ta ,N ,2,2004,8,19,WET,8,63.5,1.058333333,0,27.16,,0.3,0.28,NA,NA +Ta ,N ,2,2004,8,19,WET,10,63.5,1.058333333,0,37.34,,0.34,0.43,NA,NA +Ta ,N ,2,2004,8,19,WET,11,63.5,1.058333333,0,37.34,,NA,NA,NA,NA +Ta ,N ,2,2004,8,19,WET,13,63.5,1.058333333,0,37.34,,0.4,0.51,NA,NA +Ta ,N ,2,2004,8,19,WET,15,101.6,1.693333333,0,37.34,,0.51,0.65,NA,NA +Ta ,N ,2,2004,8,19,WET,15.5,101.6,1.693333333,0,41.24,,NA,NA,NA,NA +Ta ,N ,2,2004,8,19,WET,16,101.6,1.693333333,0,48.48,,0.58,0.95,NA,NA +Ta ,N ,2,2004,8,19,WET,16.5,101.6,1.693333333,0,58.55,,NA,NA,NA,NA +Ta ,N ,2,2004,8,19,WET,17,101.6,1.693333333,0,65.39,,0.55,1.23,NA,NA +Ta ,N ,2,2004,8,19,WET,17.5,101.6,1.693333333,0,66.78,,NA,NA,NA,NA +Ta ,N ,2,2004,8,19,WET,18,101.6,1.693333333,0,66.78,,0.48,1.1,NA,NA +Ta ,N ,2,2004,8,19,WET,19,101.6,1.693333333,0,66.78,,0.46,1.04,NA,NA +Ta ,N ,2,2004,8,19,WET,21,101.6,1.693333333,0,66.78,,0.42,0.97,NA,NA +Ta ,N ,2,2004,8,19,WET,23,127,2.116666667,0,66.78,,0.4,0.92,NA,NA +Ta ,N ,2,2004,8,19,WET,23.5,127,2.116666667,0,74.49,,NA,NA,NA,NA +Ta ,N ,2,2004,8,19,WET,24,127,2.116666667,0,83.42,,0.44,1.24,NA,NA +Ta ,N ,2,2004,8,19,WET,24.5,127,2.116666667,0,88.4,,NA,NA,NA,NA +Ta ,N ,2,2004,8,19,WET,25,127,2.116666667,0,91.42,,0.38,1.2,NA,NA +Ta ,N ,2,2004,8,19,WET,26,127,2.116666667,0,91.42,,0.31,0.98,NA,NA +Ta ,N ,2,2004,8,19,WET,28,127,2.116666667,0,91.42,,0.31,0.96,NA,NA +Ta ,N ,2,2004,8,19,WET,30,152.4,2.54,0,91.42,,0.31,0.98,NA,NA +Ta ,N ,2,2004,8,19,WET,30.5,152.4,2.54,0,95.33,,NA,NA,NA,NA +Ta ,N ,2,2004,8,19,WET,31,152.4,2.54,0,106.24,,0.35,1.26,NA,NA +Ta ,N ,2,2004,8,19,WET,31.5,152.4,2.54,0,113.87,,NA,NA,NA,NA +Ta ,N ,2,2004,8,19,WET,32,152.4,2.54,0,113.87,,0.33,1.29,NA,NA +Ta ,N ,2,2004,8,19,WET,33,152.4,2.54,0,113.87,,0.29,1.14,NA,NA +Ta ,N ,2,2004,8,19,WET,35,152.4,2.54,0,113.87,,0.25,0.99,NA,NA +Ta ,N ,2,2004,8,19,WET,37,177.8,2.963333333,0,113.87,,0.24,0.92,NA,NA +Ta ,N ,2,2004,8,19,WET,37.5,177.8,2.963333333,0,117.11,,NA,NA,NA,NA +Ta ,N ,2,2004,8,19,WET,38,177.8,2.963333333,0,125.31,,0.29,1.26,NA,NA +Ta ,N ,2,2004,8,19,WET,38.5,177.8,2.963333333,0,130.48,,NA,NA,NA,NA +Ta ,N ,2,2004,8,19,WET,39,177.8,2.963333333,0,130.48,,0.25,1.11,NA,NA +Ta ,N ,2,2004,8,19,WET,41,177.8,2.963333333,0,130.48,,0.2,0.89,NA,NA +Ta ,N ,2,2004,8,19,WET,44,0,0,0,130.48,,0.19,0.87,NA,NA +Ta ,N ,2,2004,8,19,WET,44.25,0,0,0,110.13,,NA,NA,NA,NA +Ta ,N ,2,2004,8,19,WET,44.5,0,0,0,78.19,,0.06,0.18,NA,NA +Ta ,N ,2,2004,8,19,WET,44.75,0,0,0,59.45,,NA,NA,NA,NA +Ta ,N ,2,2004,8,19,WET,45,0,0,0,40.42,,0.05,0.07,NA,NA +Ta ,N ,2,2004,8,19,WET,45.5,0,0,0,26.31,,NA,NA,NA,NA +Ta ,N ,2,2004,8,19,WET,46.5,0,0,0,15.06,,NA,NA,NA,NA +Ta ,N ,2,2004,8,19,WET,48,0,0,0,0,,NA,NA,NA,NA +Ta ,N ,2,2004,8,19,WET2,0,50.8,0.846666667,0,0,,NA,NA,NA,NA +Ta ,N ,2,2004,8,19,WET2,0.82,50.8,0.846666667,0,0,,NA,NA,NA,NA +Ta ,N ,2,2004,8,19,WET2,1.5,50.8,0.846666667,0,7.53,,NA,NA,NA,NA +Ta ,N ,2,2004,8,19,WET2,2,50.8,0.846666667,0,10.32,,0.19,0.06,NA,NA +Ta ,N ,2,2004,8,19,WET2,2.5,50.8,0.846666667,0,13.83,,NA,NA,NA,NA +Ta ,N ,2,2004,8,19,WET2,3,50.8,0.846666667,0,16.53,,0.14,0.07,NA,NA +Ta ,N ,2,2004,8,19,WET2,4,50.8,0.846666667,0,19.81,,NA,NA,NA,NA +Ta ,N ,2,2004,8,19,WET2,5,50.8,0.846666667,0,23.82,,0.1,0.08,NA,NA +Ta ,N ,2,2004,8,19,WET2,6,50.8,0.846666667,0,26.56,,NA,NA,NA,NA +Ta ,N ,2,2004,8,19,WET2,8,50.8,0.846666667,0,26.56,,0.1,0.09,NA,NA +Ta ,N ,2,2004,8,19,WET2,10,25.4,0.423333333,0,26.56,,0.1,0.09,NA,NA +Ta ,N ,2,2004,8,19,WET2,11,25.4,0.423333333,0,24.52,,NA,NA,NA,NA +Ta ,N ,2,2004,8,19,WET2,11.5,25.4,0.423333333,0,22.53,,0.06,0.05,NA,NA +Ta ,N ,2,2004,8,19,WET2,13,25.4,0.423333333,0,20.37,,NA,NA,NA,NA +Ta ,N ,2,2004,8,19,WET2,13.5,25.4,0.423333333,0,16.85,,0.07,0.04,NA,NA 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,3,2004,8,18,DRY,30,63.5,1.058333333,0,23.35,,NA,NA,NA,NA +Ta ,N ,3,2004,8,18,DRY,33.5,63.5,1.058333333,0,27.53,,NA,NA,NA,NA +Ta ,N ,3,2004,8,18,DRY,35,63.5,1.058333333,0,32.14,,0.26,0.28,NA,NA +Ta ,N ,3,2004,8,18,DRY,37,63.5,1.058333333,0,35.37,,NA,NA,NA,NA +Ta ,N ,3,2004,8,18,DRY,39,63.5,1.058333333,0,35.37,,NA,NA,NA,NA +Ta ,N ,3,2004,8,18,DRY,42.5,63.5,1.058333333,0,37.47,,NA,NA,NA,NA +Ta ,N ,3,2004,8,18,DRY,45,0,0,0,37.47,,0.18,0.22,NA,NA +Ta ,N ,3,2004,8,18,DRY,45.25,0,0,0,34.72,,NA,NA,NA,NA +Ta ,N ,3,2004,8,18,DRY,45.5,0,0,0,31.89,,0.05,0.05,NA,NA +Ta ,N ,3,2004,8,18,DRY,45.75,0,0,0,28.76,,NA,NA,NA,NA +Ta ,N ,3,2004,8,18,DRY,46,0,0,0,0,,NA,NA,NA,NA +Ta ,N ,3,2004,8,18,DRY,46.25,0,0,0,17.61,,NA,NA,NA,NA +Ta ,N ,3,2004,8,18,DRY,47.67,0,0,0,0,,NA,NA,NA,NA +Ta ,N ,3,2004,8,18,WET,0,63.5,1.058333333,0,0,,NA,NA,NA,NA +Ta ,N ,3,2004,8,18,WET,2.58,63.5,1.058333333,0,0,,NA,NA,NA,NA +Ta ,N ,3,2004,8,18,WET,3,63.5,1.058333333,0,9.95,,NA,NA,NA,NA +Ta ,N ,3,2004,8,18,WET,3.5,63.5,1.058333333,0,15.58,,NA,NA,NA,NA +Ta ,N ,3,2004,8,18,WET,4,63.5,1.058333333,0,19.47,,0.21,0.13,NA,NA +Ta ,N ,3,2004,8,18,WET,4.5,63.5,1.058333333,0,33.42,,NA,NA,NA,NA +Ta ,N ,3,2004,8,18,WET,5,63.5,1.058333333,0,37.74,,0.18,0.23,NA,NA +Ta ,N ,3,2004,8,18,WET,5.5,63.5,1.058333333,0,37.74,,NA,NA,NA,NA +Ta ,N ,3,2004,8,18,WET,6,63.5,1.058333333,0,44.4,,0.14,0.22,NA,NA +Ta ,N ,3,2004,8,18,WET,6.5,63.5,1.058333333,0,46.64,,NA,NA,NA,NA +Ta ,N ,3,2004,8,18,WET,7,63.5,1.058333333,0,46.64,,0.12,0.19,NA,NA +Ta ,N ,3,2004,8,18,WET,8,63.5,1.058333333,0,48.62,,0.13,0.22,NA,NA +Ta ,N ,3,2004,8,18,WET,9,63.5,1.058333333,0,48.62,,NA,NA,NA,NA +Ta ,N ,3,2004,8,18,WET,10,63.5,1.058333333,0,53.23,,0.13,0.23,NA,NA +Ta ,N ,3,2004,8,18,WET,12,63.5,1.058333333,0,53.23,,0.12,0.22,NA,NA +Ta ,N ,3,2004,8,18,WET,15,101.6,1.693333333,0,53.23,,0.12,0.22,NA,NA +Ta ,N ,3,2004,8,18,WET,15.5,101.6,1.693333333,0,65.23,,NA,NA,NA,NA +Ta ,N ,3,2004,8,18,WET,16,101.6,1.693333333,0,82.1,,0.18,0.5,NA,NA +Ta ,N ,3,2004,8,18,WET,16.5,101.6,1.693333333,0,87.89,,NA,NA,NA,NA +Ta ,N ,3,2004,8,18,WET,17,101.6,1.693333333,0,91.08,,0.17,0.52,NA,NA +Ta ,N ,3,2004,8,18,WET,17.5,101.6,1.693333333,0,93.79,,NA,NA,NA,NA +Ta ,N ,3,2004,8,18,WET,18,101.6,1.693333333,0,93.79,,0.18,0.6,NA,NA +Ta ,N ,3,2004,8,18,WET,19,101.6,1.693333333,0,95.84,,0.2,0.64,NA,NA +Ta ,N ,3,2004,8,18,WET,21,101.6,1.693333333,0,95.84,,0.12,0.4,NA,NA +Ta ,N ,3,2004,8,18,WET,23,127,2.116666667,0,95.84,,0.13,0.43,NA,NA +Ta ,N ,3,2004,8,18,WET,23.5,127,2.116666667,0,105.01,,NA,NA,NA,NA +Ta ,N ,3,2004,8,18,WET,24,127,2.116666667,0,114.23,,0.17,0.67,NA,NA +Ta ,N ,3,2004,8,18,WET,24.5,127,2.116666667,0,122.01,,NA,NA,NA,NA +Ta ,N ,3,2004,8,18,WET,25,127,2.116666667,0,125.12,,0.17,0.74,NA,NA +Ta ,N ,3,2004,8,18,WET,26,127,2.116666667,0,125.12,,0.16,0.7,NA,NA +Ta ,N ,3,2004,8,18,WET,28,127,2.116666667,0,125.12,,0.14,0.6,NA,NA +Ta ,N ,3,2004,8,18,WET,30,152.4,2.54,0,125.12,,0.15,0.65,NA,NA +Ta ,N ,3,2004,8,18,WET,30.5,152.4,2.54,0,136.28,,NA,NA,NA,NA +Ta ,N ,3,2004,8,18,WET,31,152.4,2.54,0,149.99,,0.21,1.08,NA,NA +Ta ,N ,3,2004,8,18,WET,31.5,152.4,2.54,0,152.89,,NA,NA,NA,NA +Ta ,N ,3,2004,8,18,WET,32,152.4,2.54,0,156.98,,0.17,0.91,NA,NA +Ta ,N ,3,2004,8,18,WET,32.5,152.4,2.54,0,156.98,,NA,NA,NA,NA +Ta ,N ,3,2004,8,18,WET,33,152.4,2.54,0,156.98,,0.21,1.15,NA,NA +Ta ,N ,3,2004,8,18,WET,35,152.4,2.54,0,156.98,,0.21,1.12,NA,NA +Ta ,N ,3,2004,8,18,WET,37,177.8,2.963333333,0,156.98,,0.14,0.77,NA,NA +Ta ,N ,3,2004,8,18,WET,37.5,177.8,2.963333333,0,160.51,,NA,NA,NA,NA +Ta ,N ,3,2004,8,18,WET,38,177.8,2.963333333,0,169.62,,0.17,0.97,NA,NA +Ta ,N ,3,2004,8,18,WET,38.5,177.8,2.963333333,0,172.82,,NA,NA,NA,NA +Ta ,N ,3,2004,8,18,WET,39,177.8,2.963333333,0,172.82,,0.16,0.98,NA,NA +Ta ,N ,3,2004,8,18,WET,40,177.8,2.963333333,0,172.82,,0.15,0.92,NA,NA +Ta ,N ,3,2004,8,18,WET,42,177.8,2.963333333,0,172.82,,0.14,0.83,NA,NA +Ta ,N ,3,2004,8,18,WET,44,0,0,0,172.82,,0.14,0.85,NA,NA +Ta ,N ,3,2004,8,18,WET,44.25,0,0,0,148.64,,NA,NA,NA,NA +Ta ,N ,3,2004,8,18,WET,44.5,0,0,0,108.53,,0.04,0.17,NA,NA +Ta ,N ,3,2004,8,18,WET,44.75,0,0,0,80.96,,NA,NA,NA,NA +Ta ,N ,3,2004,8,18,WET,45,0,0,0,54.99,,0.02,0.05,NA,NA +Ta ,N ,3,2004,8,18,WET,45.5,0,0,0,35.76,,NA,NA,NA,NA +Ta ,N ,3,2004,8,18,WET,46,0,0,0,0,,NA,NA,NA,NA +Ta ,N ,3,2004,8,18,WET,46.25,0,0,0,16.32,,NA,NA,NA,NA +Ta ,N ,3,2004,8,18,WET,49,0,0,0,0,,NA,NA,NA,NA +Ta ,N ,4,2004,8,18,DRY,0,63.5,1.058333333,0,0,,NA,NA,NA,NA +Ta ,N ,4,2004,8,18,DRY,4,63.5,1.058333333,0,0,,NA,NA,NA,NA +Ta ,N ,4,2004,8,18,DRY,4.5,63.5,1.058333333,0,8.23,,NA,NA,NA,NA +Ta ,N ,4,2004,8,18,DRY,5,63.5,1.058333333,0,10.13,,1.16,0.4,NA,NA +Ta ,N ,4,2004,8,18,DRY,6,63.5,1.058333333,0,13.13,,NA,NA,NA,NA +Ta ,N ,4,2004,8,18,DRY,7,63.5,1.058333333,0,13.23,,1.15,0.51,NA,NA +Ta ,N ,4,2004,8,18,DRY,7.5,63.5,1.058333333,0,15.48,,NA,NA,NA,NA +Ta ,N ,4,2004,8,18,DRY,9,63.5,1.058333333,0,21.5,,NA,NA,NA,NA +Ta ,N ,4,2004,8,18,DRY,10,63.5,1.058333333,0,23.7,,0.72,0.58,NA,NA +Ta ,N ,4,2004,8,18,DRY,15,63.5,1.058333333,0,27.9,,0.62,0.58,NA,NA +Ta ,N ,4,2004,8,18,DRY,25,63.5,1.058333333,0,30.12,,0.41,0.41,NA,NA +Ta ,N ,4,2004,8,18,DRY,35,63.5,1.058333333,0,30.12,,0.32,0.33,NA,NA +Ta ,N ,4,2004,8,18,DRY,45,0,0,0,33.29,,0.31,0.35,NA,NA +Ta ,N ,4,2004,8,18,DRY,45.25,0,0,0,30.25,,NA,NA,NA,NA +Ta ,N ,4,2004,8,18,DRY,45.5,0,0,0,0,,NA,NA,NA,NA +Ta ,N ,4,2004,8,18,DRY,45.75,0,0,0,17.93,,NA,NA,NA,NA +Ta ,N ,4,2004,8,18,DRY,46.75,0,0,0,0,,NA,NA,NA,NA +Ta ,N ,4,2004,8,18,WET,0,63.5,1.058333333,0,0,,NA,NA,NA,NA +Ta ,N ,4,2004,8,18,WET,1.42,63.5,1.058333333,0,0,,NA,NA,NA,NA +Ta ,N ,4,2004,8,18,WET,2,63.5,1.058333333,0,2.58,,NA,NA,NA,NA +Ta ,N ,4,2004,8,18,WET,2.5,63.5,1.058333333,0,7.96,,NA,NA,NA,NA +Ta ,N ,4,2004,8,18,WET,3,63.5,1.058333333,0,10.79,,0.46,0.17,NA,NA +Ta ,N ,4,2004,8,18,WET,4,63.5,1.058333333,0,23.58,,0.42,0.33,NA,NA +Ta ,N ,4,2004,8,18,WET,4.5,63.5,1.058333333,0,28.76,,NA,NA,NA,NA +Ta ,N ,4,2004,8,18,WET,5,63.5,1.058333333,0,34.33,,0.44,0.51,NA,NA +Ta ,N ,4,2004,8,18,WET,7,63.5,1.058333333,0,34.72,,0.28,0.33,NA,NA +Ta ,N ,4,2004,8,18,WET,8,63.5,1.058333333,0,34.72,,NA,NA,NA,NA +Ta ,N ,4,2004,8,18,WET,9,63.5,1.058333333,0,34.72,,0.29,0.34,NA,NA +Ta ,N ,4,2004,8,18,WET,10,101.6,1.693333333,0,34.72,,0.28,0.33,NA,NA +Ta ,N ,4,2004,8,18,WET,10.5,101.6,1.693333333,0,47.91,,NA,NA,NA,NA +Ta ,N ,4,2004,8,18,WET,11,101.6,1.693333333,0,62.78,,0.48,1.02,NA,NA +Ta ,N ,4,2004,8,18,WET,11.5,101.6,1.693333333,0,74.81,,NA,NA,NA,NA +Ta ,N ,4,2004,8,18,WET,12,101.6,1.693333333,0,78.52,,0.41,1.1,NA,NA +Ta ,N ,4,2004,8,18,WET,12.5,101.6,1.693333333,0,78.52,,NA,NA,NA,NA +Ta ,N ,4,2004,8,18,WET,13,101.6,1.693333333,0,78.52,,0.38,1.02,NA,NA +Ta ,N ,4,2004,8,18,WET,15,101.6,1.693333333,0,78.52,,0.33,0.9,NA,NA +Ta ,N ,4,2004,8,18,WET,17,127,2.116666667,0,78.52,,0.28,0.76,NA,NA +Ta ,N ,4,2004,8,18,WET,17.5,127,2.116666667,0,81.77,,NA,NA,NA,NA +Ta ,N ,4,2004,8,18,WET,18,127,2.116666667,0,88.56,,0.35,1.07,NA,NA +Ta ,N ,4,2004,8,18,WET,18.5,127,2.116666667,0,95.5,,NA,NA,NA,NA +Ta ,N ,4,2004,8,18,WET,19,127,2.116666667,0,95.5,,0.32,1.05,NA,NA +Ta ,N ,4,2004,8,18,WET,20,127,2.116666667,0,95.5,,0.34,1.1,NA,NA +Ta ,N ,4,2004,8,18,WET,22,127,2.116666667,0,95.5,,0.31,1,NA,NA +Ta ,N ,4,2004,8,18,WET,24,152.4,2.54,0,95.5,,0.4,1.31,NA,NA +Ta ,N ,4,2004,8,18,WET,24.5,152.4,2.54,0,107.65,,NA,NA,NA,NA +Ta ,N ,4,2004,8,18,WET,25,152.4,2.54,0,116.03,,0.58,2.31,NA,NA +Ta ,N ,4,2004,8,18,WET,25.5,152.4,2.54,0,116.03,,NA,NA,NA,NA +Ta ,N ,4,2004,8,18,WET,26,152.4,2.54,0,116.03,,0.33,1.3,NA,NA +Ta ,N ,4,2004,8,18,WET,27,152.4,2.54,0,118.74,,NA,NA,NA,NA +Ta ,N ,4,2004,8,18,WET,28,152.4,2.54,0,118.74,,0.29,1.2,NA,NA +Ta ,N ,4,2004,8,18,WET,30,152.4,2.54,0,118.74,,0.33,1.35,NA,NA +Ta ,N ,4,2004,8,18,WET,33,177.8,2.963333333,0,118.74,,0.27,1.11,NA,NA +Ta ,N ,4,2004,8,18,WET,33.5,177.8,2.963333333,0,126.59,,NA,NA,NA,NA +Ta ,N ,4,2004,8,18,WET,34,177.8,2.963333333,0,129,,0.29,1.26,NA,NA +Ta ,N ,4,2004,8,18,WET,34.5,177.8,2.963333333,0,133.46,,NA,NA,NA,NA +Ta ,N ,4,2004,8,18,WET,35,177.8,2.963333333,0,133.46,,0.28,1.27,NA,NA +Ta ,N ,4,2004,8,18,WET,36,177.8,2.963333333,0,133.46,,0.25,1.16,NA,NA +Ta ,N ,4,2004,8,18,WET,38,177.8,2.963333333,0,133.46,,0.26,1.19,NA,NA +Ta ,N ,4,2004,8,18,WET,40,0,0,0,133.46,,0.27,1.24,NA,NA +Ta ,N ,4,2004,8,18,WET,40.25,0,0,0,116.03,,NA,NA,NA,NA +Ta ,N ,4,2004,8,18,WET,40.5,0,0,0,85.07,,0.18,0.54,NA,NA +Ta ,N ,4,2004,8,18,WET,40.75,0,0,0,60.81,,NA,NA,NA,NA +Ta ,N ,4,2004,8,18,WET,41,0,0,0,43.43,,NA,NA,NA,NA +Ta ,N ,4,2004,8,18,WET,41.25,0,0,0,0,,NA,NA,NA,NA +Ta ,N ,4,2004,8,18,WET,41.5,0,0,0,21.5,,NA,NA,NA,NA +Ta ,N ,4,2004,8,18,WET,42.67,0,0,0,0,,NA,NA,NA,NA +Ab,B ,1,2003,7,11,DRY,0,63.5,1.058333333,0,0,,NA,NA,NA,NA +Ab,B ,1,2003,7,11,DRY,3.25,63.5,1.058333333,0,0,,NA,NA,NA,NA +Ab,B ,1,2003,7,11,DRY,4,63.5,1.058333333,0,0,,NA,NA,NA,NA +Ab,B ,1,2003,7,11,DRY,4.5,63.5,1.058333333,0,0,,NA,NA,NA,NA +Ab,B ,1,2003,7,11,DRY,5,63.5,1.058333333,0,0,,1.75,0,NA,NA +Ab,B ,1,2003,7,11,DRY,6,63.5,1.058333333,0,18.59,,3.84,2.41,NA,NA +Ab,B ,1,2003,7,11,DRY,7,63.5,1.058333333,0,16.22,,NA,NA,NA,NA +Ab,B ,1,2003,7,11,DRY,8,63.5,1.058333333,0,16.22,,1.73,0.95,NA,NA +Ab,B ,1,2003,7,11,DRY,10,63.5,1.058333333,0,18.81,,0.87,0.55,NA,NA +Ab,B ,1,2003,7,11,DRY,15,63.5,1.058333333,0,18.81,,3.53,2.25,NA,NA +Ab,B ,1,2003,7,11,DRY,20,63.5,1.058333333,0,20.03,,1.61,1.09,NA,NA +Ab,B ,1,2003,7,11,DRY,25,63.5,1.058333333,0,20.25,,2.28,1.56,NA,NA +Ab,B ,1,2003,7,11,DRY,25.5,63.5,1.058333333,0,20.48,,NA,NA,NA,NA +Ab,B ,1,2003,7,11,DRY,26,0,0,0,0,,NA,NA,NA,NA +Ab,B ,1,2003,7,11,WET,0,63.5,1.058333333,0,0,,NA,NA,NA,NA +Ab,B ,1,2003,7,11,WET,1.5,63.5,1.058333333,0,0,,NA,NA,NA,NA +Ab,B ,1,2003,7,11,WET,2,63.5,1.058333333,0,3.57,,NA,NA,NA,NA +Ab,B ,1,2003,7,11,WET,2.5,63.5,1.058333333,0,7.33,,2.4,0.59,NA,NA +Ab,B ,1,2003,7,11,WET,4.5,63.5,1.058333333,0,23.43,,2.35,1.86,NA,NA +Ab,B ,1,2003,7,11,WET,5,63.5,1.058333333,0,22.27,,NA,NA,NA,NA +Ab,B ,1,2003,7,11,WET,6,63.5,1.058333333,0,25.8,,2.9,2.53,NA,NA +Ab,B ,1,2003,7,11,WET,8,63.5,1.058333333,0,28.22,,NA,NA,NA,NA +Ab,B ,1,2003,7,11,WET,9,76.2,1.27,0,26.88,,2.93,2.66,NA,NA +Ab,B ,1,2003,7,11,WET,10,76.2,1.27,0,32.36,,2.66,2.91,NA,NA +Ab,B ,1,2003,7,11,WET,11,76.2,1.27,0,38.63,,2.66,3.48,NA,NA +Ab,B ,1,2003,7,11,WET,12.5,76.2,1.27,0,33.13,,2.6,2.91,NA,NA +Ab,B ,1,2003,7,11,WET,13,76.2,1.27,0,35.07,,NA,NA,NA,NA +Ab,B ,1,2003,7,11,WET,14,127,2.116666667,0,41.47,,2.77,3.89,NA,NA +Ab,B ,1,2003,7,11,WET,15,127,2.116666667,0,77.5,,2.89,7.59,NA,NA +Ab,B ,1,2003,7,11,WET,16,127,2.116666667,0,94.76,,3.5,11.23,NA,NA +Ab,B ,1,2003,7,11,WET,17,127,2.116666667,0,94.42,,5.05,16.15,NA,NA +Ab,B ,1,2003,7,11,WET,18,127,2.116666667,0,97.67,,NA,NA,NA,NA +Ab,B ,1,2003,7,11,WET,19,127,2.116666667,0,111.85,,4.16,15.77,NA,NA +Ab,B ,1,2003,7,11,WET,20,177.8,2.963333333,0,87.68,,4.56,13.53,NA,NA +Ab,B ,1,2003,7,11,WET,21,177.8,2.963333333,0,118.32,,4.18,16.73,NA,NA +Ab,B ,1,2003,7,11,WET,21.5,177.8,2.963333333,0,136.78,,NA,NA,NA,NA +Ab,B ,1,2003,7,11,WET,22,177.8,2.963333333,0,146.28,,6.04,29.92,NA,NA +Ab,B ,1,2003,7,11,WET,24,177.8,2.963333333,0,132.47,,5.47,24.52,NA,NA +Ab,B ,1,2003,7,11,WET,25,177.8,2.963333333,0,131.35,,5.89,26.18,NA,NA +Ab,B ,1,2003,7,11,WET,26,177.8,2.963333333,0,152.83,,NA,NA,NA,NA +Ab,B ,1,2003,7,11,WET,27,177.8,2.963333333,0,149.16,,4.19,21.17,NA,NA +Ab,B ,1,2003,7,11,WET,28,152.4,2.54,0,127.27,,4.18,18.04,NA,NA +Ab,B ,1,2003,7,11,WET,29,152.4,2.54,0,102.69,,2.98,10.36,NA,NA +Ab,B ,1,2003,7,11,WET,31,152.4,2.54,0,91.87,,2.66,8.28,NA,NA +Ab,B ,1,2003,7,11,WET,32,152.4,2.54,0,89.52,,NA,NA,NA,NA +Ab,B ,1,2003,7,11,WET,33,0,0,0,85.68,,2.3,6.67,NA,NA +Ab,B ,1,2003,7,11,WET,33.5,0,0,0,0,,NA,NA,NA,NA +Ab,B ,2,2003,7,10,DRY,0,63.5,1.058333333,0,0,,NA,NA,NA,NA +Ab,B ,2,2003,7,10,DRY,2.83,63.5,1.058333333,0,0,,NA,NA,NA,NA +Ab,B ,2,2003,7,10,DRY,3.5,63.5,1.058333333,0,8.84,,NA,NA,NA,NA +Ab,B ,2,2003,7,10,DRY,4,63.5,1.058333333,0,9.38,,1.46,0.46,NA,NA +Ab,B ,2,2003,7,10,DRY,5,63.5,1.058333333,0,24.27,,1.88,1.54,NA,NA +Ab,B ,2,2003,7,10,DRY,6,63.5,1.058333333,0,32,,1.7,1.84,NA,NA +Ab,B ,2,2003,7,10,DRY,6.5,63.5,1.058333333,0,28.99,,NA,NA,NA,NA +Ab,B ,2,2003,7,10,DRY,7,63.5,1.058333333,0,44.38,,NA,NA,NA,NA +Ab,B ,2,2003,7,10,DRY,8,63.5,1.058333333,0,38.25,,NA,NA,NA,NA +Ab,B ,2,2003,7,10,DRY,9,63.5,1.058333333,0,40.41,,NA,NA,NA,NA +Ab,B ,2,2003,7,10,DRY,10,63.5,1.058333333,0,40.13,,2.83,3.84,NA,NA +Ab,B ,2,2003,7,10,DRY,13,63.5,1.058333333,0,44.11,,NA,NA,NA,NA +Ab,B ,2,2003,7,10,DRY,17,63.5,1.058333333,0,46.76,,NA,NA,NA,NA +Ab,B ,2,2003,7,10,DRY,20,63.5,1.058333333,0,45.36,,2.53,3.88,NA,NA +Ab,B ,2,2003,7,10,DRY,30,63.5,1.058333333,0,48.32,,1.95,3.19,NA,NA +Ab,B ,2,2003,7,10,DRY,40,63.5,1.058333333,0,50.03,,1.64,2.79,NA,NA +Ab,B ,2,2003,7,10,DRY,45,0,0,0,47.89,,1.82,2.95,NA,NA +Ab,B ,2,2003,7,10,DRY,46.53,0,0,0,0,,NA,NA,NA,NA +Ab,B ,2,2003,7,10,WET,0,63.5,1.058333333,0,0,,NA,NA,NA,NA +Ab,B ,2,2003,7,10,WET,1.9,63.5,1.058333333,0,0,,NA,NA,NA,NA +Ab,B ,2,2003,7,10,WET,2.5,63.5,1.058333333,0,6.51,,NA,NA,NA,NA +Ab,B ,2,2003,7,10,WET,3,63.5,1.058333333,0,8.48,,1.24,0.35,NA,NA +Ab,B ,2,2003,7,10,WET,4,63.5,1.058333333,0,34.83,,1.44,1.7,NA,NA +Ab,B ,2,2003,7,10,WET,5,63.5,1.058333333,0,37.06,,1.53,1.92,NA,NA +Ab,B ,2,2003,7,10,WET,6.5,63.5,1.058333333,0,37.59,,NA,NA,NA,NA +Ab,B ,2,2003,7,10,WET,7,63.5,1.058333333,0,39.73,,1.64,2.21,NA,NA +Ab,B ,2,2003,7,10,WET,8,63.5,1.058333333,0,42.73,,1.4,2.02,NA,NA +Ab,B ,2,2003,7,10,WET,10,63.5,1.058333333,0,43.14,,1.66,2.42,NA,NA +Ab,B ,2,2003,7,10,WET,11,76.2,1.27,0,42.18,,1.53,2.19,NA,NA +Ab,B ,2,2003,7,10,WET,12,76.2,1.27,0,47.19,,1.8,2.87,NA,NA +Ab,B ,2,2003,7,10,WET,13,76.2,1.27,0,50.46,,3.62,6.18,NA,NA +Ab,B ,2,2003,7,10,WET,14,76.2,1.27,0,50.18,,2.04,3.47,NA,NA +Ab,B ,2,2003,7,10,WET,16,76.2,1.27,0,49.89,,1.67,2.82,NA,NA +Ab,B ,2,2003,7,10,WET,18,101.6,1.693333333,0,50.03,,1.72,2.91,NA,NA +Ab,B ,2,2003,7,10,WET,19,101.6,1.693333333,0,60.19,,2.54,5.18,NA,NA +Ab,B ,2,2003,7,10,WET,20,101.6,1.693333333,0,74.32,,2.34,5.88,NA,NA +Ab,B ,2,2003,7,10,WET,22,101.6,1.693333333,0,74.96,,3.11,7.89,NA,NA +Ab,B ,2,2003,7,10,WET,23,101.6,1.693333333,0,71.46,,4.51,10.92,NA,NA +Ab,B ,2,2003,7,10,WET,24,101.6,1.693333333,0,71.62,,NA,NA,NA,NA +Ab,B ,2,2003,7,10,WET,25,127,2.116666667,0,74.16,,1.93,4.85,NA,NA +Ab,B ,2,2003,7,10,WET,26,127,2.116666667,0,99.95,,2.71,9.18,NA,NA +Ab,B ,2,2003,7,10,WET,27,127,2.116666667,0,98.39,,2.35,7.82,NA,NA +Ab,B ,2,2003,7,10,WET,29,127,2.116666667,0,97.71,,2.46,8.15,NA,NA +Ab,B ,2,2003,7,10,WET,30,127,2.116666667,0,97.36,,NA,NA,NA,NA +Ab,B ,2,2003,7,10,WET,31,127,2.116666667,0,96.85,,2.59,8.5,NA,NA +Ab,B ,2,2003,7,10,WET,33,152.4,2.54,0,99.26,,3.14,10.57,NA,NA +Ab,B ,2,2003,7,10,WET,34,152.4,2.54,0,112.25,,2.39,9.08,NA,NA +Ab,B ,2,2003,7,10,WET,35,152.4,2.54,0,120.72,,2.57,10.53,NA,NA +Ab,B ,2,2003,7,10,WET,37,152.4,2.54,0,120.17,,3.08,12.52,NA,NA +Ab,B ,2,2003,7,10,WET,39,177.8,2.963333333,0,119.81,,2.53,10.28,NA,NA +Ab,B ,2,2003,7,10,WET,40,177.8,2.963333333,0,142.31,,2.99,14.44,NA,NA +Ab,B ,2,2003,7,10,WET,41,177.8,2.963333333,0,148.24,,3,15.05,NA,NA +Ab,B ,2,2003,7,10,WET,42,177.8,2.963333333,0,145.55,,2.75,13.57,NA,NA +Ab,B ,2,2003,7,10,WET,43,177.8,2.963333333,0,145.94,,NA,NA,NA,NA +Ab,B ,2,2003,7,10,WET,44,177.8,2.963333333,0,145.17,,3.67,18.05,NA,NA +Ab,B ,2,2003,7,10,WET,46,0,0,0,145.17,,2.79,13.73,NA,NA +Ab,B ,2,2003,7,10,WET,47.57,0,0,0,0,,NA,NA,NA,NA +Ab,B ,2,2003,7,10,WET2,0,50.8,0.846666667,0,0,,NA,NA,NA,NA +Ab,B ,2,2003,7,10,WET2,1.22,50.8,0.846666667,0,0,,NA,NA,NA,NA +Ab,B ,2,2003,7,10,WET2,2,50.8,0.846666667,0,17.89,,NA,NA,NA,NA +Ab,B ,2,2003,7,10,WET2,2.5,50.8,0.846666667,0,23.41,,1.15,0.91,NA,NA +Ab,B ,2,2003,7,10,WET2,3.5,50.8,0.846666667,0,27.23,,1.48,1.36,NA,NA +Ab,B ,2,2003,7,10,WET2,5,50.8,0.846666667,0,27.48,,1.25,1.16,NA,NA +Ab,B ,2,2003,7,10,WET2,7,50.8,0.846666667,0,28.58,,1.45,1.4,NA,NA +Ab,B ,2,2003,7,10,WET2,9,25.4,0.423333333,0,27.48,,1.88,1.75,NA,NA +Ab,B ,2,2003,7,10,WET2,9.5,25.4,0.423333333,0,19.42,,0.96,0.63,NA,NA +Ab,B ,2,2003,7,10,WET2,11.5,25.4,0.423333333,0,7.49,,0.64,0.16,NA,NA +Ab,B ,2,2003,7,10,WET2,13,25.4,0.423333333,0,6.65,,NA,NA,NA,NA +Ab,B ,2,2003,7,10,WET2,15,0,0,0,6.73,,NA,NA,NA,NA +Ab,B ,2,2003,7,10,WET2,15.27,0,0,0,0,,NA,NA,NA,NA +Ab,B ,3,2003,7,9,DRY,0,63.5,1.058333333,0,0,,NA,NA,NA,NA +Ab,B ,3,2003,7,9,DRY,2,63.5,1.058333333,0,0,,NA,NA,NA,NA +Ab,B ,3,2003,7,9,DRY,4.57,63.5,1.058333333,0,0,,NA,NA,NA,NA +Ab,B ,3,2003,7,9,DRY,5,63.5,1.058333333,0,2.17,,NA,NA,NA,NA +Ab,B ,3,2003,7,9,DRY,6,63.5,1.058333333,0,3.48,,NA,NA,NA,NA +Ab,B ,3,2003,7,9,DRY,7,63.5,1.058333333,0,5.81,,NA,NA,NA,NA +Ab,B ,3,2003,7,9,DRY,8,63.5,1.058333333,0,10.45,,NA,NA,NA,NA +Ab,B ,3,2003,7,9,DRY,9,63.5,1.058333333,0,16.47,,0.57,0.32,NA,NA +Ab,B ,3,2003,7,9,DRY,10,63.5,1.058333333,0,18.85,,0.42,0.27,NA,NA +Ab,B ,3,2003,7,9,DRY,11,63.5,1.058333333,0,21.54,,NA,NA,NA,NA +Ab,B ,3,2003,7,9,DRY,12,63.5,1.058333333,0,24.57,,0.47,0.39,NA,NA +Ab,B ,3,2003,7,9,DRY,15,63.5,1.058333333,0,25.76,,0.33,0.29,NA,NA +Ab,B ,3,2003,7,9,DRY,20,63.5,1.058333333,0,27.94,,0.28,0.26,NA,NA +Ab,B ,3,2003,7,9,DRY,25,63.5,1.058333333,0,27.33,,0.23,0.21,NA,NA +Ab,B ,3,2003,7,9,DRY,30,63.5,1.058333333,0,29.55,,0.25,0.25,NA,NA +Ab,B ,3,2003,7,9,DRY,35,63.5,1.058333333,0,28.31,,0.23,0.22,NA,NA +Ab,B ,3,2003,7,9,DRY,40,63.5,1.058333333,0,30.55,,0.26,0.27,NA,NA +Ab,B ,3,2003,7,9,DRY,45,0,0,0,29.55,,0.18,0.18,NA,NA +Ab,B ,3,2003,7,9,DRY,45.97,0,0,0,0,,NA,NA,NA,NA +Ab,B ,3,2003,7,9,WET,0,63.5,1.058333333,0,0,,NA,NA,NA,NA +Ab,B ,3,2003,7,9,WET,1.37,63.5,1.058333333,0,0,,NA,NA,NA,NA +Ab,B ,3,2003,7,9,WET,2,63.5,1.058333333,0,8.25,,NA,NA,NA,NA +Ab,B ,3,2003,7,9,WET,3,63.5,1.058333333,0,14.37,,0.18,0.08,NA,NA +Ab,B ,3,2003,7,9,WET,4,63.5,1.058333333,0,25.27,,0.15,0.12,NA,NA +Ab,B ,3,2003,7,9,WET,5,63.5,1.058333333,0,30.54,,NA,NA,NA,NA +Ab,B ,3,2003,7,9,WET,6,63.5,1.058333333,0,32.44,,NA,NA,NA,NA +Ab,B ,3,2003,7,9,WET,6.5,63.5,1.058333333,0,34.63,,0.16,0.18,NA,NA +Ab,B ,3,2003,7,9,WET,7,63.5,1.058333333,0,34.37,,NA,NA,NA,NA +Ab,B ,3,2003,7,9,WET,8,63.5,1.058333333,0,34.11,,0.18,0.2,NA,NA +Ab,B ,3,2003,7,9,WET,9.5,63.5,1.058333333,0,33.46,,NA,NA,NA,NA +Ab,B ,3,2003,7,9,WET,11,76.2,1.27,0,33.21,,0.17,0.19,NA,NA +Ab,B ,3,2003,7,9,WET,12,76.2,1.27,0,36.85,,0.26,0.32,NA,NA +Ab,B ,3,2003,7,9,WET,13,76.2,1.27,0,40.87,,NA,NA,NA,NA +Ab,B ,3,2003,7,9,WET,14,76.2,1.27,0,43.75,,0.17,0.26,NA,NA +Ab,B ,3,2003,7,9,WET,15,76.2,1.27,0,41.96,,NA,NA,NA,NA +Ab,B ,3,2003,7,9,WET,16,76.2,1.27,0,41.55,,0.18,0.26,NA,NA +Ab,B ,3,2003,7,9,WET,18.5,76.2,1.27,0,42.1,,NA,NA,NA,NA +Ab,B ,3,2003,7,9,WET,19,101.6,1.693333333,0,42.65,,0.17,0.25,NA,NA +Ab,B ,3,2003,7,9,WET,20,101.6,1.693333333,0,55.18,,0.49,0.92,NA,NA +Ab,B ,3,2003,7,9,WET,21,101.6,1.693333333,0,65.9,,NA,NA,NA,NA +Ab,B ,3,2003,7,9,WET,22.25,101.6,1.693333333,0,68.23,,0.44,1.03,NA,NA +Ab,B ,3,2003,7,9,WET,23,101.6,1.693333333,0,69.95,,NA,NA,NA,NA +Ab,B ,3,2003,7,9,WET,24,101.6,1.693333333,0,69.17,,0.25,0.6,NA,NA +Ab,B ,3,2003,7,9,WET,27,127,2.116666667,0,70.27,,0.25,0.6,NA,NA +Ab,B ,3,2003,7,9,WET,28,127,2.116666667,0,87.45,,0.53,1.59,NA,NA +Ab,B ,3,2003,7,9,WET,29,127,2.116666667,0,96.06,,NA,NA,NA,NA +Ab,B ,3,2003,7,9,WET,30,127,2.116666667,0,97.09,,0.44,1.47,NA,NA +Ab,B ,3,2003,7,9,WET,32,127,2.116666667,0,97.78,,0.32,1.08,NA,NA +Ab,B ,3,2003,7,9,WET,33,127,2.116666667,0,97.09,,NA,NA,NA,NA +Ab,B ,3,2003,7,9,WET,35,152.4,2.54,0,97.09,,0.33,1.1,NA,NA +Ab,B ,3,2003,7,9,WET,36,152.4,2.54,0,112.14,,0.53,2.03,NA,NA +Ab,B ,3,2003,7,9,WET,37,152.4,2.54,0,125,,NA,NA,NA,NA +Ab,B ,3,2003,7,9,WET,38,152.4,2.54,0,124.81,,0.36,1.52,NA,NA +Ab,B ,3,2003,7,9,WET,39,152.4,2.54,0,125.73,,NA,NA,NA,NA +Ab,B ,3,2003,7,9,WET,40,152.4,2.54,0,123.71,,0.29,1.23,NA,NA +Ab,B ,3,2003,7,9,WET,42,177.8,2.963333333,0,123.9,,0.26,1.11,NA,NA +Ab,B ,3,2003,7,9,WET,43,177.8,2.963333333,0,147.93,,NA,NA,NA,NA +Ab,B ,3,2003,7,9,WET,44,177.8,2.963333333,0,155.87,,0.32,1.72,NA,NA +Ab,B ,3,2003,7,9,WET,45,177.8,2.963333333,0,156.85,,0.39,2.11,NA,NA +Ab,B ,3,2003,7,9,WET,46,177.8,2.963333333,0,157.04,,NA,NA,NA,NA +Ab,B ,3,2003,7,9,WET,47,177.8,2.963333333,0,155.87,,0.27,1.47,NA,NA +Ab,B ,3,2003,7,9,WET,49,0,0,0,156.07,,0.3,1.59,NA,NA +Ab,B ,3,2003,7,9,WET,51.12,0,0,0,0,,NA,NA,NA,NA +Ab,B ,3,2003,7,9,WET2,0,50.8,0.846666667,0,0,,NA,NA,NA,NA +Ab,B ,3,2003,7,9,WET2,0.97,50.8,0.846666667,0,0,,NA,NA,NA,NA +Ab,B ,3,2003,7,9,WET2,1.5,50.8,0.846666667,0,2.42,,NA,NA,NA,NA +Ab,B ,3,2003,7,9,WET2,2,50.8,0.846666667,0,2.75,,NA,NA,NA,NA +Ab,B ,3,2003,7,9,WET2,3,50.8,0.846666667,0,8.36,,0.06,0.01,NA,NA +Ab,B ,3,2003,7,9,WET2,4,50.8,0.846666667,0,14.39,,NA,NA,NA,NA +Ab,B ,3,2003,7,9,WET2,5,50.8,0.846666667,0,19.3,,NA,NA,NA,NA +Ab,B ,3,2003,7,9,WET2,6,50.8,0.846666667,0,19.97,,0.05,0.03,NA,NA +Ab,B ,3,2003,7,9,WET2,8,25.4,0.423333333,0,19.75,,0.05,0.03,NA,NA +Ab,B ,3,2003,7,9,WET2,9,25.4,0.423333333,0,13.98,,NA,NA,NA,NA +Ab,B ,3,2003,7,9,WET2,11,25.4,0.423333333,0,6.98,,NA,NA,NA,NA +Ab,B ,3,2003,7,9,WET2,12.75,25.4,0.423333333,0,4.21,,NA,NA,NA,NA +Ab,B ,3,2003,7,9,WET2,13.83,0,0,0,0,,NA,NA,NA,NA +Ab,B ,4,2003,7,9,DRY,0,63.5,1.058333333,0,0,,NA,NA,NA,NA +Ab,B ,4,2003,7,9,DRY,5.01,63.5,1.058333333,0,0,,NA,NA,NA,NA +Ab,B ,4,2003,7,9,DRY,5.5,63.5,1.058333333,0,3.09,,NA,NA,NA,NA +Ab,B ,4,2003,7,9,DRY,6,63.5,1.058333333,0,10.19,,NA,NA,NA,NA +Ab,B ,4,2003,7,9,DRY,6.5,63.5,1.058333333,0,12.79,,0.39,0.17,NA,NA +Ab,B ,4,2003,7,9,DRY,7,63.5,1.058333333,0,18,,NA,NA,NA,NA +Ab,B ,4,2003,7,9,DRY,7.5,63.5,1.058333333,0,20.89,,NA,NA,NA,NA +Ab,B ,4,2003,7,9,DRY,8,63.5,1.058333333,0,27.48,,0.58,0.54,NA,NA +Ab,B ,4,2003,7,9,DRY,9,63.5,1.058333333,0,34.02,,0.69,0.8,NA,NA +Ab,B ,4,2003,7,9,DRY,11,63.5,1.058333333,0,37.42,,0.49,0.62,NA,NA +Ab,B ,4,2003,7,9,DRY,12.22,63.5,1.058333333,0,34.41,,NA,NA,NA,NA +Ab,B ,4,2003,7,9,DRY,13,63.5,1.058333333,0,30.58,,0.4,0.41,NA,NA +Ab,B ,4,2003,7,9,DRY,14,63.5,1.058333333,0,35.45,,NA,NA,NA,NA +Ab,B ,4,2003,7,9,DRY,15,63.5,1.058333333,0,42.83,,0.36,0.53,NA,NA +Ab,B ,4,2003,7,9,DRY,17,63.5,1.058333333,0,43.93,,0.44,0.65,NA,NA +Ab,B ,4,2003,7,9,DRY,18.5,63.5,1.058333333,0,45.04,,NA,NA,NA,NA +Ab,B ,4,2003,7,9,DRY,19,63.5,1.058333333,0,43.66,,NA,NA,NA,NA +Ab,B ,4,2003,7,9,DRY,20,63.5,1.058333333,0,44.07,,0.43,0.64,NA,NA +Ab,B ,4,2003,7,9,DRY,25,63.5,1.058333333,0,42.28,,0.53,0.77,NA,NA +Ab,B ,4,2003,7,9,DRY,30,63.5,1.058333333,0,41.05,,0.51,0.71,NA,NA +Ab,B ,4,2003,7,9,DRY,35,63.5,1.058333333,0,38.35,,0.38,0.49,NA,NA +Ab,B ,4,2003,7,9,DRY,40,63.5,1.058333333,0,39.29,,0.42,0.56,NA,NA +Ab,B ,4,2003,7,9,DRY,45,0,0,0,37.03,,0.38,0.48,NA,NA +Ab,B ,4,2003,7,9,DRY,46.63,0,0,0,0,,NA,NA,NA,NA +Ab,B 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,1,2003,7,29,WET,38,152.4,2.54,0,124.16,,0.37,1.56,NA,NA +PC,B ,1,2003,7,29,WET,39,177.8,2.963333333,0,123.79,,0.42,1.77,NA,NA +PC,B ,1,2003,7,29,WET,40,177.8,2.963333333,0,137.55,,0.41,1.91,NA,NA +PC,B ,1,2003,7,29,WET,41,177.8,2.963333333,0,151.49,,0.36,1.87,NA,NA +PC,B ,1,2003,7,29,WET,43,177.8,2.963333333,0,151.49,,0.39,2,NA,NA +PC,B ,1,2003,7,29,WET,45,177.8,2.963333333,0,149.17,,0.36,1.86,NA,NA +PC,B ,1,2003,7,29,WET,46,0,0,0,150.33,,0.39,2.01,NA,NA +PC,B ,1,2003,7,29,WET,48.38,0,0,0,0,,NA,NA,NA,NA +PC,B ,1,2003,7,29,WET2,0,50.8,0.846666667,0,0,,NA,NA,NA,NA +PC,B ,1,2003,7,29,WET2,1.8,50.8,0.846666667,0,0,,NA,NA,NA,NA +PC,B ,1,2003,7,29,WET2,2,50.8,0.846666667,0,4.92,,NA,NA,NA,NA +PC,B ,1,2003,7,29,WET2,2.5,50.8,0.846666667,0,5.15,,0.16,0.02,NA,NA +PC,B ,1,2003,7,29,WET2,4,50.8,0.846666667,0,17.5,,0.16,0.09,NA,NA +PC,B ,1,2003,7,29,WET2,5,50.8,0.846666667,0,21.04,,NA,NA,NA,NA +PC,B ,1,2003,7,29,WET2,5.5,50.8,0.846666667,0,20.93,,0.13,0.09,NA,NA +PC,B ,1,2003,7,29,WET2,7,50.8,0.846666667,0,21.96,,0.15,0.11,NA,NA +PC,B ,1,2003,7,29,WET2,9,50.8,0.846666667,0,23.35,,0.15,0.11,NA,NA +PC,B ,1,2003,7,29,WET2,11,50.8,0.846666667,0,23.35,,0.16,0.13,NA,NA +PC,B ,1,2003,7,29,WET2,12,25.4,0.423333333,0,23.35,,0.16,0.12,NA,NA +PC,B ,1,2003,7,29,WET2,13,25.4,0.423333333,0,18.81,,0.09,0.05,NA,NA +PC,B ,1,2003,7,29,WET2,14.5,25.4,0.423333333,0,9.95,,NA,NA,NA,NA +PC,B ,1,2003,7,29,WET2,15,25.4,0.423333333,0,9.67,,0.05,0.01,NA,NA +PC,B ,1,2003,7,29,WET2,16.5,25.4,0.423333333,0,7.36,,NA,NA,NA,NA +PC,B ,1,2003,7,29,WET2,17,0,0,0,0,,NA,NA,NA,NA +PC,B ,2,2003,7,29,DRY,0,63.5,1.058333333,0,0,,NA,NA,NA,NA +PC,B ,2,2003,7,29,DRY,2.17,63.5,1.058333333,0,0,,NA,NA,NA,NA +PC,B ,2,2003,7,29,DRY,2.5,63.5,1.058333333,0,10.33,,NA,NA,NA,NA +PC,B ,2,2003,7,29,DRY,3,63.5,1.058333333,0,11.76,,0.79,0.31,NA,NA +PC,B ,2,2003,7,29,DRY,4.25,63.5,1.058333333,0,26.57,,NA,NA,NA,NA +PC,B ,2,2003,7,29,DRY,5,63.5,1.058333333,0,35.25,,0.66,0.79,NA,NA +PC,B ,2,2003,7,29,DRY,7,63.5,1.058333333,0,49.78,,0.6,1.01,NA,NA +PC,B ,2,2003,7,29,DRY,10,63.5,1.058333333,0,52.95,,0.57,1.03,NA,NA +PC,B ,2,2003,7,29,DRY,11.5,63.5,1.058333333,0,50.93,,NA,NA,NA,NA +PC,B ,2,2003,7,29,DRY,15,63.5,1.058333333,0,47.5,,0.43,0.69,NA,NA +PC,B ,2,2003,7,29,DRY,20,63.5,1.058333333,0,44.97,,0.49,0.75,NA,NA +PC,B ,2,2003,7,29,DRY,22.35,63.5,1.058333333,0,44.97,,NA,NA,NA,NA +PC,B ,2,2003,7,29,DRY,23.08,63.5,1.058333333,0,32.54,,NA,NA,NA,NA +PC,B ,2,2003,7,29,DRY,25,63.5,1.058333333,0,32.54,,NA,NA,NA,NA +PC,B ,2,2003,7,29,DRY,27,63.5,1.058333333,0,37.22,,NA,NA,NA,NA +PC,B ,2,2003,7,29,DRY,30,63.5,1.058333333,0,35.9,,0.37,0.45,NA,NA +PC,B ,2,2003,7,29,DRY,35,0,0,0,33.31,,0.25,0.28,NA,NA +PC,B ,2,2003,7,29,DRY,36,0,0,0,0,,NA,NA,NA,NA +PC,B ,2,2003,7,29,WET,0,63.5,1.058333333,0,0,,NA,NA,NA,NA +PC,B ,2,2003,7,29,WET,1.48,63.5,1.058333333,0,0,,NA,NA,NA,NA +PC,B ,2,2003,7,29,WET,2,63.5,1.058333333,0,4.77,,NA,NA,NA,NA +PC,B ,2,2003,7,29,WET,2.5,63.5,1.058333333,0,8.23,,0.46,0.12,NA,NA +PC,B ,2,2003,7,29,WET,4,63.5,1.058333333,0,40.05,,0.21,0.28,NA,NA +PC,B ,2,2003,7,29,WET,5,63.5,1.058333333,0,42.5,,0.21,0.31,NA,NA +PC,B ,2,2003,7,29,WET,7,63.5,1.058333333,0,44.08,,0.24,0.35,NA,NA +PC,B ,2,2003,7,29,WET,9,63.5,1.058333333,0,46.36,,0.22,0.36,NA,NA +PC,B ,2,2003,7,29,WET,10,76.2,1.27,0,46.59,,0.24,0.38,NA,NA +PC,B ,2,2003,7,29,WET,11,76.2,1.27,0,52.43,,0.3,0.53,NA,NA +PC,B ,2,2003,7,29,WET,12,76.2,1.27,0,57.73,,0.33,0.65,NA,NA +PC,B ,2,2003,7,29,WET,13,76.2,1.27,0,57.97,,0.33,0.66,NA,NA +PC,B ,2,2003,7,29,WET,15,76.2,1.27,0,54.82,,0.27,0.5,NA,NA +PC,B ,2,2003,7,29,WET,18,101.6,1.693333333,0,55.06,,0.37,0.69,NA,NA +PC,B ,2,2003,7,29,WET,19,101.6,1.693333333,0,72.27,,0.5,1.23,NA,NA +PC,B ,2,2003,7,29,WET,20,101.6,1.693333333,0,72.11,,0.5,1.22,NA,NA +PC,B ,2,2003,7,29,WET,22,101.6,1.693333333,0,72.27,,0.39,0.95,NA,NA +PC,B ,2,2003,7,29,WET,25,127,2.116666667,0,81.52,,0.35,0.96,NA,NA +PC,B ,2,2003,7,29,WET,26,127,2.116666667,0,99.39,,0.56,1.88,NA,NA +PC,B ,2,2003,7,29,WET,27,127,2.116666667,0,99.39,,0.45,1.51,NA,NA +PC,B ,2,2003,7,29,WET,29,127,2.116666667,0,99.39,,0.44,1.48,NA,NA +PC,B ,2,2003,7,29,WET,31,127,2.116666667,0,98.27,,NA,NA,NA,NA +PC,B ,2,2003,7,29,WET,32,152.4,2.54,0,94.35,,0.36,1.15,NA,NA +PC,B ,2,2003,7,29,WET,33,152.4,2.54,0,109.4,,0.52,1.95,NA,NA +PC,B ,2,2003,7,29,WET,34,152.4,2.54,0,122.04,,0.43,1.8,NA,NA +PC,B ,2,2003,7,29,WET,36,152.4,2.54,0,121.45,,0.4,1.66,NA,NA +PC,B ,2,2003,7,29,WET,39,177.8,2.963333333,0,119.66,,0.42,1.7,NA,NA +PC,B ,2,2003,7,29,WET,40,177.8,2.963333333,0,139.36,,0.45,2.12,NA,NA +PC,B ,2,2003,7,29,WET,41,177.8,2.963333333,0,156.32,,0.4,2.14,NA,NA +PC,B ,2,2003,7,29,WET,43,177.8,2.963333333,0,158.23,,0.43,2.33,NA,NA +PC,B ,2,2003,7,29,WET,46,0,0,0,155.36,,0.46,2.43,NA,NA +PC,B ,2,2003,7,29,WET,48.15,0,0,0,0,,NA,NA,NA,NA +PC,B ,2,2003,7,29,WET2,0,50.8,0.846666667,0,0,,NA,NA,NA,NA +PC,B ,2,2003,7,29,WET2,2.2,50.8,0.846666667,0,0,,NA,NA,NA,NA +PC,B ,2,2003,7,29,WET2,2.5,50.8,0.846666667,0,25.79,,NA,NA,NA,NA +PC,B ,2,2003,7,29,WET2,4,50.8,0.846666667,0,26.15,,NA,NA,NA,NA +PC,B ,2,2003,7,29,WET2,4.5,50.8,0.846666667,0,26.51,,0.22,0.2,NA,NA +PC,B ,2,2003,7,29,WET2,5.5,50.8,0.846666667,0,26.75,,0.14,0.13,NA,NA +PC,B ,2,2003,7,29,WET2,7.5,50.8,0.846666667,0,30.57,,0.09,0.1,NA,NA +PC,B ,2,2003,7,29,WET2,9,50.8,0.846666667,0,31.96,,0.17,0.19,NA,NA +PC,B ,2,2003,7,29,WET2,12,25.4,0.423333333,0,35.58,,0.12,0.15,NA,NA +PC,B ,2,2003,7,29,WET2,13,25.4,0.423333333,0,31.71,,0.09,0.1,NA,NA +PC,B ,2,2003,7,29,WET2,15.33,0,0,0,0,,NA,NA,NA,NA +PC,B ,3,2003,7,30,WET,0,63.5,1.058333333,0,0,,NA,NA,NA,NA +PC,B ,3,2003,7,30,WET,1.18,63.5,1.058333333,0,0,,NA,NA,NA,NA +PC,B ,3,2003,7,30,WET,1.5,63.5,1.058333333,0,5.91,,NA,NA,NA,NA +PC,B ,3,2003,7,30,WET,2,63.5,1.058333333,0,9.35,,1.72,0.54,NA,NA +PC,B ,3,2003,7,30,WET,3,63.5,1.058333333,0,35.96,,1.39,1.69,NA,NA +PC,B ,3,2003,7,30,WET,4,63.5,1.058333333,0,49.98,,0.95,1.61,NA,NA +PC,B ,3,2003,7,30,WET,6,63.5,1.058333333,0,59.98,,0.78,1.59,NA,NA +PC,B ,3,2003,7,30,WET,8,63.5,1.058333333,0,60.28,,0.74,1.52,NA,NA +PC,B ,3,2003,7,30,WET,11,76.2,1.27,0,60.58,,0.71,1.46,NA,NA +PC,B ,3,2003,7,30,WET,12,76.2,1.27,0,66.55,,0.69,1.56,NA,NA +PC,B ,3,2003,7,30,WET,13,76.2,1.27,0,72.67,,0.72,1.77,NA,NA +PC,B ,3,2003,7,30,WET,15,76.2,1.27,0,75.86,,0.76,1.95,NA,NA +PC,B ,3,2003,7,30,WET,18,101.6,1.693333333,0,74.42,,0.68,1.71,NA,NA +PC,B ,3,2003,7,30,WET,19,101.6,1.693333333,0,93.54,,0.9,2.87,NA,NA +PC,B ,3,2003,7,30,WET,20,101.6,1.693333333,0,105.81,,0.89,3.21,NA,NA +PC,B ,3,2003,7,30,WET,22,101.6,1.693333333,0,104.93,,0.75,2.68,NA,NA +PC,B ,3,2003,7,30,WET,25,127,2.116666667,0,104.23,,0.72,2.54,NA,NA +PC,B ,3,2003,7,30,WET,26,127,2.116666667,0,129.84,,0.86,3.78,NA,NA +PC,B ,3,2003,7,30,WET,27,127,2.116666667,0,131.14,,0.76,3.39,NA,NA +PC,B ,3,2003,7,30,WET,29,127,2.116666667,0,147.78,,0.7,3.51,NA,NA +PC,B ,3,2003,7,30,WET,31,127,2.116666667,0,145.67,,0.79,3.89,NA,NA +PC,B ,3,2003,7,30,WET,34,152.4,2.54,0,144.72,,0.73,3.58,NA,NA +PC,B ,3,2003,7,30,WET,35,152.4,2.54,0,163.76,,0.89,4.97,NA,NA +PC,B ,3,2003,7,30,WET,36,152.4,2.54,0,168.72,,0.85,4.85,NA,NA +PC,B ,3,2003,7,30,WET,38,152.4,2.54,0,168.92,,0.9,5.16,NA,NA +PC,B ,3,2003,7,30,WET,40,152.4,2.54,0,171.52,,0.83,4.82,NA,NA +PC,B ,3,2003,7,30,WET,43,177.8,2.963333333,0,168.53,,0.78,4.48,NA,NA +PC,B ,3,2003,7,30,WET,44,177.8,2.963333333,0,186.49,,0.78,4.96,NA,NA +PC,B ,3,2003,7,30,WET,45,177.8,2.963333333,0,199.09,,0.68,4.61,NA,NA +PC,B ,3,2003,7,30,WET,47,177.8,2.963333333,0,196.59,,0.86,5.75,NA,NA +PC,B ,3,2003,7,30,WET,50,0,0,0,196.8,,0.95,6.38,NA,NA +PC,B ,3,2003,7,30,WET,51.75,0,0,0,0,,NA,NA,NA,NA +PC,B ,3,2003,7,30,WET2,0,50.8,0.846666667,0,0,,NA,NA,NA,NA +PC,B ,3,2003,7,30,WET2,1.3,50.8,0.846666667,0,0,,NA,NA,NA,NA +PC,B ,3,2003,7,30,WET2,2,50.8,0.846666667,0,12.63,,0.66,0.28,NA,NA +PC,B ,3,2003,7,30,WET2,3,50.8,0.846666667,0,49.05,,0.6,1,NA,NA +PC,B ,3,2003,7,30,WET2,5,50.8,0.846666667,0,54.25,,0.72,1.33,NA,NA +PC,B ,3,2003,7,30,WET2,7,50.8,0.846666667,0,55.58,,0.65,1.23,NA,NA +PC,B ,3,2003,7,30,WET2,8,25.4,0.423333333,0,55.73,,0.76,1.44,NA,NA +PC,B ,3,2003,7,30,WET2,9,25.4,0.423333333,0,39.21,,0.35,0.47,NA,NA +PC,B ,3,2003,7,30,WET2,10,25.4,0.423333333,0,24.52,,0.33,0.27,NA,NA +PC,B ,3,2003,7,30,WET2,12,25.4,0.423333333,0,21.04,,0.29,0.2,NA,NA +PC,B ,3,2003,7,30,WET2,15,0,0,0,20.93,,0.24,0.17,NA,NA +PC,B ,3,2003,7,30,WET2,15.9,0,0,0,0,,NA,NA,NA,NA +PC,B ,4,2003,7,30,WET,0,63.5,1.058333333,0,0,,NA,NA,NA,NA +PC,B ,4,2003,7,30,WET,1.93,63.5,1.058333333,0,0,,NA,NA,NA,NA +PC,B ,4,2003,7,30,WET,2.5,63.5,1.058333333,0,2.99,,1.2,0.12,NA,NA +PC,B ,4,2003,7,30,WET,4,63.5,1.058333333,0,11,,0.12,0.04,NA,NA +PC,B ,4,2003,7,30,WET,5,63.5,1.058333333,0,20.61,,NA,NA,NA,NA +PC,B ,4,2003,7,30,WET,6,63.5,1.058333333,0,26.22,,0.66,0.58,NA,NA +PC,B ,4,2003,7,30,WET,8,63.5,1.058333333,0,28.66,,0.58,0.56,NA,NA +PC,B ,4,2003,7,30,WET,10,63.5,1.058333333,0,29.52,,0.5,0.5,NA,NA +PC,B ,4,2003,7,30,WET,12,63.5,1.058333333,0,38.43,,0.58,0.76,NA,NA +PC,B ,4,2003,7,30,WET,13,63.5,1.058333333,0,47.51,,NA,NA,NA,NA +PC,B ,4,2003,7,30,WET,14,63.5,1.058333333,0,48.36,,0.44,0.72,NA,NA +PC,B ,4,2003,7,30,WET,16,76.2,1.27,0,48.79,,0.41,0.68,NA,NA +PC,B ,4,2003,7,30,WET,17,76.2,1.27,0,51.66,,0.52,0.92,NA,NA +PC,B ,4,2003,7,30,WET,18,76.2,1.27,0,57.09,,0.55,1.06,NA,NA +PC,B ,4,2003,7,30,WET,20,76.2,1.27,0,56.79,,0.47,0.9,NA,NA +PC,B ,4,2003,7,30,WET,23,101.6,1.693333333,0,57.09,,0.33,0.65,NA,NA +PC,B ,4,2003,7,30,WET,24,101.6,1.693333333,0,69.78,,0.56,1.33,NA,NA +PC,B ,4,2003,7,30,WET,25,101.6,1.693333333,0,80.83,,0.56,1.53,NA,NA +PC,B ,4,2003,7,30,WET,27,101.6,1.693333333,0,84.27,,0.51,1.46,NA,NA +PC,B ,4,2003,7,30,WET,30,127,2.116666667,0,84.44,,0.42,1.2,NA,NA +PC,B ,4,2003,7,30,WET,31,127,2.116666667,0,97.93,,0.51,1.71,NA,NA +PC,B ,4,2003,7,30,WET,32,127,2.116666667,0,106.1,,0.53,1.9,NA,NA +PC,B ,4,2003,7,30,WET,34,127,2.116666667,0,106.98,,0.64,2.34,NA,NA +PC,B ,4,2003,7,30,WET,37,152.4,2.54,0,106.28,,0.59,2.12,NA,NA +PC,B ,4,2003,7,30,WET,38,152.4,2.54,0,126.45,,0.65,2.78,NA,NA +PC,B ,4,2003,7,30,WET,39,152.4,2.54,0,134.81,,0.64,2.93,NA,NA +PC,B ,4,2003,7,30,WET,41,152.4,2.54,0,135,,0.78,3.59,NA,NA +PC,B ,4,2003,7,30,WET,44,177.8,2.963333333,0,132.57,,0.71,3.2,NA,NA +PC,B ,4,2003,7,30,WET,45,177.8,2.963333333,0,149.84,,0.67,3.44,NA,NA +PC,B ,4,2003,7,30,WET,46,177.8,2.963333333,0,158,,0.79,4.23,NA,NA +PC,B ,4,2003,7,30,WET,48,177.8,2.963333333,0,155.46,,0.71,3.76,NA,NA +PC,B ,4,2003,7,30,WET,51,0,0,0,161.33,,0.74,4.07,NA,NA +PC,B ,4,2003,7,30,WET,52.98,0,0,0,0,,NA,NA,NA,NA +PC,B ,4,2003,7,30,WET2,0,50.8,0.846666667,0,0,,NA,NA,NA,NA +PC,B ,4,2003,7,30,WET2,0.98,50.8,0.846666667,0,0,,NA,NA,NA,NA +PC,B ,4,2003,7,30,WET2,2,50.8,0.846666667,0,4.39,,0.3,0.04,NA,NA +PC,B ,4,2003,7,30,WET2,3,50.8,0.846666667,0,34.85,,0.3,0.35,NA,NA +PC,B ,4,2003,7,30,WET2,5,50.8,0.846666667,0,36.42,,0.3,0.37,NA,NA +PC,B ,4,2003,7,30,WET2,8,25.4,0.423333333,0,35.76,,0.39,0.48,NA,NA +PC,B ,4,2003,7,30,WET2,9,25.4,0.423333333,0,23.82,,0.24,0.19,NA,NA +PC,B ,4,2003,7,30,WET2,10,25.4,0.423333333,0,15.9,,0.1,0.05,NA,NA +PC,B ,4,2003,7,30,WET2,12,25.4,0.423333333,0,13.43,,0.13,0.06,NA,NA +PC,B ,4,2003,7,30,WET2,15,0,0,0,14.04,,0.13,0.06,NA,NA +PC,B ,4,2003,7,30,WET2,15.83,0,0,0,0,,NA,NA,NA,NA +ER1, N,1,2003,8,12,DRY,0,63.5,1.058333333,0,0,,NA,NA,NA,NA +ER1, N,1,2003,8,12,DRY,6.32,63.5,1.058333333,0,0,,NA,NA,NA,NA +ER1, N,1,2003,8,12,DRY,7.5,63.5,1.058333333,0,0,,0.24,0,NA,NA +ER1, N,1,2003,8,12,DRY,8.5,63.5,1.058333333,0,4.37,,NA,NA,NA,NA +ER1, N,1,2003,8,12,DRY,10,63.5,1.058333333,0,4.37,,0.11,0.01,NA,NA +ER1, N,1,2003,8,12,DRY,11,63.5,1.058333333,0,7.34,,NA,NA,NA,NA +ER1, N,1,2003,8,12,DRY,13,63.5,1.058333333,0,8.12,,NA,NA,NA,NA +ER1, N,1,2003,8,12,DRY,15,63.5,1.058333333,0,9.83,,0.09,0.03,NA,NA +ER1, N,1,2003,8,12,DRY,20,63.5,1.058333333,0,10.96,,0.08,0.03,NA,NA +ER1, N,1,2003,8,12,DRY,30,63.5,1.058333333,0,7.51,,0.08,0.02,NA,NA +ER1, N,1,2003,8,12,DRY,40,63.5,1.058333333,0,24.49,,0.07,0.05,NA,NA +ER1, N,1,2003,8,12,DRY,45,0,0,0,10.29,,0.06,0.02,NA,NA +ER1, N,1,2003,8,12,DRY,45.5,0,0,0,20.11,,0.04,0.03,NA,NA +ER1, N,1,2003,8,12,DRY,46.62,0,0,0,20.11,,NA,NA,NA,NA +ER1, N,1,2003,8,12,WET,0,63.5,1.058333333,0,0,,NA,NA,NA,NA +ER1, N,1,2003,8,12,WET,3.17,63.5,1.058333333,0,0,,NA,NA,NA,NA +ER1, N,1,2003,8,12,WET,4,63.5,1.058333333,0,6.1,,0.1,0.02,NA,NA +ER1, N,1,2003,8,12,WET,5,63.5,1.058333333,0,10.4,,0.12,0.04,NA,NA +ER1, N,1,2003,8,12,WET,7,63.5,1.058333333,0,22.06,,0.07,0.05,NA,NA +ER1, N,1,2003,8,12,WET,9,63.5,1.058333333,0,25.94,,0.08,0.07,NA,NA +ER1, N,1,2003,8,12,WET,11,63.5,1.058333333,0,29.37,,0.08,0.08,NA,NA +ER1, N,1,2003,8,12,WET,14,76.2,1.27,0,28.25,,0.07,0.07,NA,NA +ER1, N,1,2003,8,12,WET,15,76.2,1.27,0,29.61,,0.09,0.09,NA,NA +ER1, N,1,2003,8,12,WET,16,76.2,1.27,0,28.25,,0.09,0.08,NA,NA +ER1, N,1,2003,8,12,WET,18,76.2,1.27,0,31.37,,0.08,0.08,NA,NA +ER1, N,1,2003,8,12,WET,20,101.6,1.693333333,0,33.67,,0.08,0.09,NA,NA +ER1, N,1,2003,8,12,WET,21,101.6,1.693333333,0,41.91,,0.1,0.14,NA,NA +ER1, N,1,2003,8,12,WET,23,101.6,1.693333333,0,53.95,,0.08,0.16,NA,NA +ER1, N,1,2003,8,12,WET,25,101.6,1.693333333,0,55.27,,0.05,0.1,NA,NA +ER1, N,1,2003,8,12,WET,28,127,2.116666667,0,54.68,,0.07,0.14,NA,NA +ER1, N,1,2003,8,12,WET,29,127,2.116666667,0,65.38,,0.1,0.22,NA,NA +ER1, N,1,2003,8,12,WET,30,127,2.116666667,0,76.24,,0.09,0.24,NA,NA +ER1, N,1,2003,8,12,WET,31,127,2.116666667,0,78.34,,0.11,0.31,NA,NA +ER1, N,1,2003,8,12,WET,33,127,2.116666667,0,80.29,,0.08,0.24,NA,NA +ER1, N,1,2003,8,12,WET,36,152.4,2.54,0,82.74,,0.1,0.28,NA,NA +ER1, N,1,2003,8,12,WET,37,152.4,2.54,0,85.55,,0.08,0.23,NA,NA +ER1, N,1,2003,8,12,WET,38,152.4,2.54,0,101.86,,0.09,0.32,NA,NA +ER1, N,1,2003,8,12,WET,40,152.4,2.54,0,107.28,,0.08,0.32,NA,NA +ER1, N,1,2003,8,12,WET,42,152.4,2.54,0,107.81,,0.06,0.24,NA,NA +ER1, N,1,2003,8,12,WET,45,177.8,2.963333333,0,110.47,,0.07,0.28,NA,NA +ER1, N,1,2003,8,12,WET,46,177.8,2.963333333,0,121.27,,0.07,0.29,NA,NA +ER1, N,1,2003,8,12,WET,47,177.8,2.963333333,0,139.09,,0.07,0.36,NA,NA +ER1, N,1,2003,8,12,WET,48,177.8,2.963333333,0,142.31,,0.08,0.41,NA,NA +ER1, N,1,2003,8,12,WET,50,177.8,2.963333333,0,144.41,,0.07,0.36,NA,NA +ER1, N,1,2003,8,12,WET,52,0,0,0,145.37,,0.06,0.32,NA,NA +ER1, N,1,2003,8,12,WET,52.5,0,0,0,119.27,,0.03,0.12,NA,NA +ER1, N,1,2003,8,12,WET,53,0,0,0,72.89,,0.02,0.05,NA,NA +ER1, N,1,2003,8,12,WET,53.5,0,0,0,47.47,,0.01,0.03,NA,NA +ER1, N,1,2003,8,12,WET,55.98,0,0,0,0,,NA,NA,NA,NA +ER1, N,1,2003,8,12,WET2,0,50.8,0.846666667,0,0,,NA,NA,NA,NA +ER1, N,1,2003,8,12,WET2,2.43,50.8,0.846666667,0,0,,NA,NA,NA,NA +ER1, N,1,2003,8,12,WET2,3,50.8,0.846666667,0,6.73,,0.06,0.01,NA,NA +ER1, N,1,2003,8,12,WET2,4,50.8,0.846666667,0,10.84,,0.05,0.02,NA,NA +ER1, N,1,2003,8,12,WET2,5,50.8,0.846666667,0,14.7,,0.05,0.02,NA,NA +ER1, N,1,2003,8,12,WET2,7,50.8,0.846666667,0,23.41,,0.05,0.04,NA,NA +ER1, N,1,2003,8,12,WET2,9,50.8,0.846666667,0,26.01,,0.04,0.04,NA,NA +ER1, N,1,2003,8,12,WET2,11,50.8,0.846666667,0,26.62,,0.03,0.03,NA,NA +ER1, N,1,2003,8,12,WET2,13,25.4,0.423333333,0,27.35,,0.05,0.05,NA,NA +ER1, N,1,2003,8,12,WET2,14,25.4,0.423333333,0,23.87,,0.03,0.02,NA,NA +ER1, N,1,2003,8,12,WET2,15,25.4,0.423333333,0,18.97,,0.03,0.02,NA,NA +ER1, N,1,2003,8,12,WET2,17,25.4,0.423333333,0,13.18,,0.04,0.01,NA,NA +ER1, N,1,2003,8,12,WET2,19,25.4,0.423333333,0,10.08,,0.02,0,NA,NA +ER1, N,1,2003,8,12,WET2,20,25.4,0.423333333,0,9.35,,NA,NA,NA,NA +ER1, N,1,2003,8,12,WET2,22,25.4,0.423333333,0,9.26,,0.02,0,NA,NA +ER1, N,1,2003,8,12,WET2,23,25.4,0.423333333,0,8.63,,NA,NA,NA,NA +ER1, N,1,2003,8,12,WET2,25,0,0,0,8.98,,0.03,0,NA,NA +ER1, N,1,2003,8,12,WET2,25.85,0,0,0,0,,NA,NA,NA,NA +ER1, N,2,2003,8,12,DRY,0,63.5,1.058333333,0,0,,NA,NA,NA,NA +ER1, N,2,2003,8,12,DRY,2.9,63.5,1.058333333,0,0,,NA,NA,NA,NA +ER1, N,2,2003,8,12,DRY,4,63.5,1.058333333,0,3.04,,0.27,0.02,NA,NA +ER1, N,2,2003,8,12,DRY,6,63.5,1.058333333,0,11.17,,0.57,0.21,NA,NA +ER1, N,2,2003,8,12,DRY,10,63.5,1.058333333,0,16.64,,0.58,0.32,NA,NA +ER1, N,2,2003,8,12,DRY,15,63.5,1.058333333,0,18.26,,0.51,0.31,NA,NA +ER1, N,2,2003,8,12,DRY,20,63.5,1.058333333,0,20.48,,0.41,0.28,NA,NA +ER1, N,2,2003,8,12,DRY,25,63.5,1.058333333,0,22.88,,0.3,0.23,NA,NA +ER1, N,2,2003,8,12,DRY,30,63.5,1.058333333,0,26.07,,0.32,0.28,NA,NA +ER1, N,2,2003,8,12,DRY,40,63.5,1.058333333,0,28.88,,0.26,0.25,NA,NA +ER1, N,2,2003,8,12,DRY,45,0,0,0,28.88,,0.23,0.22,NA,NA +ER1, N,2,2003,8,12,DRY,45.5,0,0,0,21.27,,0.23,0.16,NA,NA +ER1, N,2,2003,8,12,DRY,46,0,0,0,0,,NA,NA,NA,NA +ER1, N,2,2003,8,12,DRY,46.62,0,0,0,0,,NA,NA,NA,NA +ER1, N,2,2003,8,12,WET,0,63.5,1.058333333,0,0,,NA,NA,NA,NA +ER1, N,2,2003,8,12,WET,1.77,63.5,1.058333333,0,0,,NA,NA,NA,NA +ER1, N,2,2003,8,12,WET,3,63.5,1.058333333,0,0,,0.15,0,NA,NA +ER1, N,2,2003,8,12,WET,4,63.5,1.058333333,0,21.08,,0.25,0.17,NA,NA +ER1, N,2,2003,8,12,WET,5,63.5,1.058333333,0,21.08,,NA,NA,NA,NA +ER1, N,2,2003,8,12,WET,6,63.5,1.058333333,0,34.11,,0.26,0.31,NA,NA +ER1, N,2,2003,8,12,WET,8,63.5,1.058333333,0,43.06,,0.27,0.39,NA,NA +ER1, N,2,2003,8,12,WET,10,63.5,1.058333333,0,45.42,,0.22,0.35,NA,NA +ER1, N,2,2003,8,12,WET,12,63.5,1.058333333,0,47.95,,0.23,0.38,NA,NA +ER1, N,2,2003,8,12,WET,13,63.5,1.058333333,0,47.81,,NA,NA,NA,NA +ER1, N,2,2003,8,12,WET,14,63.5,1.058333333,0,48.1,,0.22,0.37,NA,NA +ER1, N,2,2003,8,12,WET,17,76.2,1.27,0,47.39,,0.2,0.32,NA,NA +ER1, N,2,2003,8,12,WET,19,76.2,1.27,0,49.95,,0.25,0.43,NA,NA +ER1, N,2,2003,8,12,WET,20,76.2,1.27,0,54.01,,0.27,0.5,NA,NA +ER1, N,2,2003,8,12,WET,21,76.2,1.27,0,54.6,,0.23,0.43,NA,NA +ER1, N,2,2003,8,12,WET,23,76.2,1.27,0,55.04,,0.26,0.49,NA,NA +ER1, N,2,2003,8,12,WET,26,101.6,1.693333333,0,54.74,,0.28,0.53,NA,NA +ER1, N,2,2003,8,12,WET,27,101.6,1.693333333,0,64.36,,0.39,0.86,NA,NA +ER1, N,2,2003,8,12,WET,28,101.6,1.693333333,0,77.44,,0.41,1.07,NA,NA +ER1, N,2,2003,8,12,WET,30,101.6,1.693333333,0,82.32,,0.29,0.83,NA,NA +ER1, N,2,2003,8,12,WET,33,127,2.116666667,0,80.52,,0.26,0.72,NA,NA +ER1, N,2,2003,8,12,WET,34,127,2.116666667,0,90.13,,0.29,0.89,NA,NA +ER1, N,2,2003,8,12,WET,35,127,2.116666667,0,102.45,,0.37,1.3,NA,NA +ER1, N,2,2003,8,12,WET,37,127,2.116666667,0,106.47,,0.34,1.24,NA,NA +ER1, N,2,2003,8,12,WET,40,152.4,2.54,0,104.19,,0.28,1.01,NA,NA +ER1, N,2,2003,8,12,WET,41,152.4,2.54,0,118.98,,0.35,1.44,NA,NA +ER1, N,2,2003,8,12,WET,42,152.4,2.54,0,127.21,,0.3,1.32,NA,NA +ER1, N,2,2003,8,12,WET,44,152.4,2.54,0,131.66,,0.36,1.64,NA,NA +ER1, N,2,2003,8,12,WET,45.68,152.4,2.54,0,131.66,,NA,NA,NA,NA +ER1, N,2,2003,8,12,WET,46.85,152.4,2.54,0,131.66,,NA,NA,NA,NA +ER1, N,2,2003,8,12,WET,50,152.4,2.54,0,134.27,,NA,NA,NA,NA +ER1, N,2,2003,8,12,WET,51,177.8,2.963333333,0,128.5,,0.36,1.56,NA,NA +ER1, N,2,2003,8,12,WET,52,177.8,2.963333333,0,142.77,,0.38,1.87,NA,NA +ER1, N,2,2003,8,12,WET,53,177.8,2.963333333,0,161.16,,0.34,1.87,NA,NA +ER1, N,2,2003,8,12,WET,55,177.8,2.963333333,0,161.36,,0.34,1.86,NA,NA +ER1, N,2,2003,8,12,WET,57,177.8,2.963333333,0,164.52,,0.31,1.77,NA,NA +ER1, N,2,2003,8,12,WET,59,177.8,2.963333333,0,162.54,,0.29,1.64,NA,NA +ER1, N,2,2003,8,12,WET,62,0,0,0,163.92,,0.3,1.71,NA,NA +ER1, N,2,2003,8,12,WET,62.5,0,0,0,155.48,,0.06,0.34,NA,NA +ER1, N,2,2003,8,12,WET,63,0,0,0,84.29,,0.04,0.11,NA,NA +ER1, N,2,2003,8,12,WET,63.5,0,0,0,0,,0.04,0,NA,NA +ER1, N,2,2003,8,12,WET,64.77,0,0,0,0,,NA,NA,NA,NA +ER1, N,2,2003,8,12,WET2,0,50.8,0.846666667,0,0,,NA,NA,NA,NA +ER1, N,2,2003,8,12,WET2,1.05,50.8,0.846666667,0,0,,NA,NA,NA,NA +ER1, N,2,2003,8,12,WET2,2,50.8,0.846666667,0,14.97,,0.11,0.05,NA,NA +ER1, N,2,2003,8,12,WET2,3,50.8,0.846666667,0,14.97,,0.11,0.06,NA,NA +ER1, N,2,2003,8,12,WET2,5,50.8,0.846666667,0,20.61,,0.15,0.1,NA,NA +ER1, 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N,3,2003,8,13,DRY,20,63.5,1.058333333,0,45.77,,0.66,1.02,NA,NA +ER1, N,3,2003,8,13,DRY,25,63.5,1.058333333,0,55.11,,NA,NA,NA,NA +ER1, N,3,2003,8,13,DRY,30,63.5,1.058333333,0,49.74,,0.56,0.95,NA,NA +ER1, N,3,2003,8,13,DRY,40,63.5,1.058333333,0,55.4,,0.34,0.65,NA,NA +ER1, N,3,2003,8,13,DRY,45,0,0,0,57.63,,0.36,0.7,NA,NA +ER1, N,3,2003,8,13,DRY,45.5,0,0,0,25.24,,0.06,0.05,NA,NA +ER1, N,3,2003,8,13,DRY,46,0,0,0,13.13,,0.09,0.04,NA,NA +ER1, N,3,2003,8,13,DRY,46.92,0,0,0,0,,NA,NA,NA,NA +ER1, N,3,2003,8,13,WET,0,63.5,1.058333333,0,0,,NA,NA,NA,NA +ER1, N,3,2003,8,13,WET,2.03,63.5,1.058333333,0,0,,NA,NA,NA,NA +ER1, N,3,2003,8,13,WET,3,63.5,1.058333333,0,10.88,,0.22,0.08,NA,NA +ER1, N,3,2003,8,13,WET,4,63.5,1.058333333,0,20.14,,0.28,0.19,NA,NA +ER1, N,3,2003,8,13,WET,6,63.5,1.058333333,0,34.85,,0.36,0.42,NA,NA +ER1, N,3,2003,8,13,WET,7,63.5,1.058333333,0,44.68,,0.28,0.43,NA,NA +ER1, N,3,2003,8,13,WET,9,63.5,1.058333333,0,44.12,,0.22,0.34,NA,NA +ER1, 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N,4,2003,8,13,DRY,58,0,0,0,47.27,,0.35,0.56,NA,NA +ER1, N,4,2003,8,13,DRY,58.5,0,0,0,0,,0.08,0,NA,NA +ER1, N,4,2003,8,13,DRY,59,0,0,0,0,,0.12,0,NA,NA +ER1, N,4,2003,8,13,DRY,59.6,0,0,0,0,,NA,NA,NA,NA +ER1, N,4,2003,8,13,WET,0,63.5,1.058333333,0,0,,NA,NA,NA,NA +ER1, N,4,2003,8,13,WET,1.22,63.5,1.058333333,0,0,,NA,NA,NA,NA +ER1, N,4,2003,8,13,WET,2,63.5,1.058333333,0,14.43,,0.74,0.36,NA,NA +ER1, N,4,2003,8,13,WET,3,63.5,1.058333333,0,21.73,,0.6,0.44,NA,NA +ER1, N,4,2003,8,13,WET,4,63.5,1.058333333,0,27.65,,0.5,0.47,NA,NA +ER1, N,4,2003,8,13,WET,6,63.5,1.058333333,0,33.55,,0.39,0.44,NA,NA +ER1, N,4,2003,8,13,WET,8,63.5,1.058333333,0,44.68,,0.57,0.87,NA,NA +ER1, N,4,2003,8,13,WET,9,63.5,1.058333333,0,44.68,,NA,NA,NA,NA +ER1, N,4,2003,8,13,WET,10,63.5,1.058333333,0,47.48,,0.51,0.82,NA,NA +ER1, N,4,2003,8,13,WET,12,63.5,1.058333333,0,47.48,,0.42,0.68,NA,NA +ER1, N,4,2003,8,13,WET,15,76.2,1.27,0,47.48,,0.26,0.41,NA,NA +ER1, N,4,2003,8,13,WET,16,76.2,1.27,0,48.9,,0.29,0.48,NA,NA +ER1, 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+ER2, N,1,2003,9,9,WET2,18,0,0,0,3.29,,NA,NA,NA,NA +ER2, N,1,2003,9,9,WET2,18.3,0,0,0,0,,NA,NA,NA,NA +ER2, N,2,2003,9,9,DRY,0,63.5,1.058333333,0,0,,NA,NA,NA,NA +ER2, N,2,2003,9,9,DRY,3.28,63.5,1.058333333,0,0,,NA,NA,NA,NA +ER2, N,2,2003,9,9,DRY,4,63.5,1.058333333,0,13.55,,0.84,0.38,NA,NA +ER2, N,2,2003,9,9,DRY,5,63.5,1.058333333,0,21.63,,0.31,0.23,NA,NA +ER2, N,2,2003,9,9,DRY,10,63.5,1.058333333,0,36.7,,0.19,0.24,NA,NA +ER2, N,2,2003,9,9,DRY,15,63.5,1.058333333,0,42.63,,0.14,0.2,NA,NA +ER2, N,2,2003,9,9,DRY,30,63.5,1.058333333,0,42.63,,0.1,0.15,NA,NA +ER2, N,2,2003,9,9,DRY,45,0,0,0,39.37,,0.1,0.13,NA,NA +ER2, N,2,2003,9,9,DRY,45.5,0,0,0,36.7,,0.02,0.03,NA,NA +ER2, N,2,2003,9,9,DRY,47.38,0,0,0,0,,NA,NA,NA,NA +ER2, N,2,2003,9,9,WET,0,63.5,1.058333333,0,0,,NA,NA,NA,NA +ER2, N,2,2003,9,9,WET,1.92,63.5,1.058333333,0,0,,NA,NA,NA,NA +ER2, N,2,2003,9,9,WET,3,63.5,1.058333333,0,18.59,,0.16,0.1,NA,NA +ER2, N,2,2003,9,9,WET,4,63.5,1.058333333,0,41.65,,0.12,0.18,NA,NA +ER2, N,2,2003,9,9,WET,5,63.5,1.058333333,0,52.94,,0.13,0.24,NA,NA +ER2, N,2,2003,9,9,WET,7,63.5,1.058333333,0,60.05,,0.13,0.27,NA,NA +ER2, N,2,2003,9,9,WET,9,63.5,1.058333333,0,60.05,,0.31,0.63,NA,NA +ER2, N,2,2003,9,9,WET,12.25,101.6,1.693333333,0,68.34,,0.11,0.25,NA,NA +ER2, N,2,2003,9,9,WET,13,101.6,1.693333333,0,72.9,,0.16,0.41,NA,NA +ER2, N,2,2003,9,9,WET,14,101.6,1.693333333,0,108,,0.18,0.67,NA,NA +ER2, N,2,2003,9,9,WET,17,101.6,1.693333333,0,105.54,,0.18,0.66,NA,NA +ER2, N,2,2003,9,9,WET,19,152.4,2.54,0,105.54,,0.28,1.01,NA,NA +ER2, N,2,2003,9,9,WET,20,152.4,2.54,0,139.48,,0.25,1.2,NA,NA +ER2, N,2,2003,9,9,WET,22,152.4,2.54,0,156.79,,0.23,1.22,NA,NA +ER2, N,2,2003,9,9,WET,24,152.4,2.54,0,156.79,,0.22,1.18,NA,NA +ER2, N,2,2003,9,9,WET,27,152.4,2.54,0,156.79,,0.22,1.2,NA,NA +ER2, N,2,2003,9,9,WET,29.25,152.4,2.54,0,156.79,,NA,NA,NA,NA +ER2, N,2,2003,9,9,WET,30,177.8,2.963333333,0,156.79,,0.22,1.18,NA,NA +ER2, N,2,2003,9,9,WET,31,177.8,2.963333333,0,180.68,,0.26,1.59,NA,NA +ER2, N,2,2003,9,9,WET,33,177.8,2.963333333,0,192.97,,0.24,1.59,NA,NA +ER2, N,2,2003,9,9,WET,35,177.8,2.963333333,0,192.97,,0.23,1.54,NA,NA +ER2, N,2,2003,9,9,WET,37,0,0,0,137.59,,0.27,1.27,NA,NA +ER2, N,2,2003,9,9,WET,37.66,0,0,0,97.55,,0.21,0.69,NA,NA +ER2, N,2,2003,9,9,WET,38,0,0,0,57.65,,0.03,0.07,NA,NA +ER2, N,2,2003,9,9,WET,38.33,0,0,0,32.65,,0.03,0.04,NA,NA +ER2, N,2,2003,9,9,WET,39.4,0,0,0,0,,NA,NA,NA,NA +ER2, N,3,2003,9,10,DRY,0,63.5,1.058333333,0,0,,NA,NA,NA,NA +ER2, N,3,2003,9,10,DRY,1.73,63.5,1.058333333,0,0,,NA,NA,NA,NA +ER2, N,3,2003,9,10,DRY,2.5,63.5,1.058333333,0,9.95,,0.75,0.25,NA,NA +ER2, N,3,2003,9,10,DRY,4,63.5,1.058333333,0,30.12,,0.49,0.5,NA,NA +ER2, N,3,2003,9,10,DRY,6,63.5,1.058333333,0,46.08,,0.56,0.88,NA,NA +ER2, N,3,2003,9,10,DRY,10,63.5,1.058333333,0,48.9,,0.3,0.5,NA,NA +ER2, N,3,2003,9,10,DRY,15,63.5,1.058333333,0,48.9,,0.31,0.51,NA,NA +ER2, N,3,2003,9,10,DRY,30,63.5,1.058333333,0,48.9,,0.28,0.47,NA,NA +ER2, N,3,2003,9,10,DRY,45,0,0,0,48.9,,0.28,0.47,NA,NA +ER2, N,3,2003,9,10,DRY,45.5,0,0,0,32.65,,0.06,0.07,NA,NA +ER2, N,3,2003,9,10,DRY,47.38,0,0,0,0,,NA,NA,NA,NA +ER2, N,3,2003,9,10,WET,0,63.5,1.058333333,0,0,,NA,NA,NA,NA +ER2, N,3,2003,9,10,WET,1.56,63.5,1.058333333,0,0,,NA,NA,NA,NA +ER2, N,3,2003,9,10,WET,2.5,63.5,1.058333333,0,14.86,,0.35,0.17,NA,NA +ER2, N,3,2003,9,10,WET,4,63.5,1.058333333,0,42.74,,0.26,0.37,NA,NA +ER2, N,3,2003,9,10,WET,5,63.5,1.058333333,0,46.08,,0.29,0.45,NA,NA +ER2, N,3,2003,9,10,WET,7,63.5,1.058333333,0,46.08,,0.22,0.34,NA,NA +ER2, N,3,2003,9,10,WET,11,76.2,1.27,0,47.63,,0.23,0.37,NA,NA +ER2, N,3,2003,9,10,WET,12,76.2,1.27,0,54.69,,0.34,0.63,NA,NA +ER2, N,3,2003,9,10,WET,13,76.2,1.27,0,59.15,,0.38,0.77,NA,NA +ER2, N,3,2003,9,10,WET,15,76.2,1.27,0,59.15,,0.38,0.76,NA,NA +ER2, N,3,2003,9,10,WET,18,101.6,1.693333333,0,59.15,,0.33,0.67,NA,NA +ER2, N,3,2003,9,10,WET,19,101.6,1.693333333,0,77.06,,0.47,1.24,NA,NA +ER2, N,3,2003,9,10,WET,20,101.6,1.693333333,0,88.73,,0.44,1.33,NA,NA +ER2, N,3,2003,9,10,WET,22,101.6,1.693333333,0,84.41,,0.43,1.24,NA,NA +ER2, N,3,2003,9,10,WET,25,127,2.116666667,0,84.41,,0.41,1.19,NA,NA +ER2, N,3,2003,9,10,WET,26,127,2.116666667,0,96.18,,0.48,1.57,NA,NA +ER2, N,3,2003,9,10,WET,27,127,2.116666667,0,104.84,,0.45,1.61,NA,NA +ER2, N,3,2003,9,10,WET,29,127,2.116666667,0,104.84,,0.43,1.53,NA,NA +ER2, N,3,2003,9,10,WET,32,152.4,2.54,0,80.47,,0.39,1.07,NA,NA +ER2, N,3,2003,9,10,WET,33,152.4,2.54,0,122.74,,0.5,2.1,NA,NA +ER2, N,3,2003,9,10,WET,34,152.4,2.54,0,128.26,,0.47,2.05,NA,NA +ER2, N,3,2003,9,10,WET,36,152.4,2.54,0,128.26,,0.47,2.07,NA,NA +ER2, N,3,2003,9,10,WET,39,177.8,2.963333333,0,128.26,,0.38,1.65,NA,NA +ER2, N,3,2003,9,10,WET,40,177.8,2.963333333,0,145.19,,0.41,2.03,NA,NA +ER2, N,3,2003,9,10,WET,41,177.8,2.963333333,0,152.89,,0.41,2.15,NA,NA +ER2, N,3,2003,9,10,WET,43,177.8,2.963333333,0,152.89,,0.41,2.16,NA,NA +ER2, N,3,2003,9,10,WET,46,0,0,0,137.59,,0.38,1.79,NA,NA +ER2, N,3,2003,9,10,WET,46.25,0,0,0,120.92,,0.11,0.47,NA,NA +ER2, N,3,2003,9,10,WET,46.5,0,0,0,82.76,,0.08,0.22,NA,NA +ER2, N,3,2003,9,10,WET,46.75,0,0,0,57.65,,0.04,0.09,NA,NA +ER2, N,3,2003,9,10,WET,48.86,0,0,0,0,,NA,NA,NA,NA +ER2, N,3,2003,9,10,WET2,0,50.8,0.846666667,0,0,,NA,NA,NA,NA +ER2, N,3,2003,9,10,WET2,1.52,50.8,0.846666667,0,0,,NA,NA,NA,NA +ER2, N,3,2003,9,10,WET2,2.5,50.8,0.846666667,0,8.07,,0.14,0.04,NA,NA +ER2, N,3,2003,9,10,WET2,4,50.8,0.846666667,0,32.68,,0.15,0.16,NA,NA +ER2, N,3,2003,9,10,WET2,6,50.8,0.846666667,0,28.66,,0.15,0.15,NA,NA +ER2, N,3,2003,9,10,WET2,9,25.4,0.423333333,0,29.9,,0.22,0.22,NA,NA +ER2, N,3,2003,9,10,WET2,10,25.4,0.423333333,0,23.03,,0.09,0.07,NA,NA +ER2, N,3,2003,9,10,WET2,11,25.4,0.423333333,0,17.63,,0.08,0.05,NA,NA +ER2, N,3,2003,9,10,WET2,13,25.4,0.423333333,0,12.75,,0.09,0.04,NA,NA +ER2, N,3,2003,9,10,WET2,14,0,0,0,11.77,,0.07,0.03,NA,NA +ER2, N,3,2003,9,10,WET2,15,0,0,0,0,,NA,NA,NA,NA +ER2, N,4,2003,9,10,DRY,0,63.5,1.058333333,0,0,,NA,NA,NA,NA +ER2, 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N,4,2003,9,10,WET,12,76.2,1.27,0,48.8,,0.06,0.11,NA,NA +ER2, N,4,2003,9,10,WET,13,76.2,1.27,0,51.09,,0.14,0.25,NA,NA +ER2, N,4,2003,9,10,WET,14,76.2,1.27,0,56.5,,0.11,0.22,NA,NA +ER2, N,4,2003,9,10,WET,16,76.2,1.27,0,57.24,,0.15,0.29,NA,NA +ER2, N,4,2003,9,10,WET,19,101.6,1.693333333,0,57.54,,0.13,0.25,NA,NA +ER2, N,4,2003,9,10,WET,20,101.6,1.693333333,0,70.1,,0.18,0.43,NA,NA +ER2, N,4,2003,9,10,WET,21,101.6,1.693333333,0,78.23,,0.12,0.33,NA,NA +ER2, N,4,2003,9,10,WET,23,101.6,1.693333333,0,73.1,,0.15,0.37,NA,NA +ER2, N,4,2003,9,10,WET,25,101.6,1.693333333,0,79.85,,0.17,0.46,NA,NA +ER2, N,4,2003,9,10,WET,27,127,2.116666667,0,79.85,,0.2,0.55,NA,NA +ER2, N,4,2003,9,10,WET,28,127,2.116666667,0,91.12,,0.25,0.78,NA,NA +ER2, N,4,2003,9,10,WET,29,127,2.116666667,0,104.88,,0.26,0.92,NA,NA +ER2, N,4,2003,9,10,WET,31,127,2.116666667,0,102.78,,0.18,0.64,NA,NA +ER2, N,4,2003,9,10,WET,34,152.4,2.54,0,107.16,,0.18,0.65,NA,NA +ER2, N,4,2003,9,10,WET,35,152.4,2.54,0,116.61,,0.19,0.78,NA,NA +ER2, N,4,2003,9,10,WET,36,152.4,2.54,0,125.9,,0.13,0.57,NA,NA +ER2, N,4,2003,9,10,WET,38,152.4,2.54,0,128.3,,0.14,0.62,NA,NA +ER2, N,4,2003,9,10,WET,41,177.8,2.963333333,0,126.27,,0.19,0.81,NA,NA +ER2, N,4,2003,9,10,WET,42,177.8,2.963333333,0,151.97,,0.19,1.01,NA,NA +ER2, N,4,2003,9,10,WET,43,177.8,2.963333333,0,151.97,,0.17,0.89,NA,NA +ER2, N,4,2003,9,10,WET,45,177.8,2.963333333,0,150.62,,0.21,1.1,NA,NA +ER2, N,4,2003,9,10,WET,48,0,0,0,165.69,,0.18,1.05,NA,NA +ER2, N,4,2003,9,10,WET,48.5,0,0,0,104.84,,0.03,0.13,NA,NA +ER2, N,4,2003,9,10,WET,48.75,0,0,0,71.48,,0.12,0.29,NA,NA +ER2, N,4,2003,9,10,WET,49,0,0,0,41.92,,0.01,0.02,NA,NA +ER2, N,4,2003,9,10,WET,50.73,0,0,0,0,,NA,NA,NA,NA +ER2, N,4,2003,9,10,WET2,0,50.8,0.846666667,0,0,,NA,NA,NA,NA +ER2, N,4,2003,9,10,WET2,2.45,50.8,0.846666667,0,0,,NA,NA,NA,NA +ER2, N,4,2003,9,10,WET2,3.25,50.8,0.846666667,0,4.9,,0.08,0.01,NA,NA +ER2, N,4,2003,9,10,WET2,4,50.8,0.846666667,0,6.01,,0.09,0.01,NA,NA +ER2, N,4,2003,9,10,WET2,6,50.8,0.846666667,0,22.51,,0.09,0.07,NA,NA +ER2, N,4,2003,9,10,WET2,8,50.8,0.846666667,0,23.32,,0.08,0.06,NA,NA +ER2, N,4,2003,9,10,WET2,11,25.4,0.423333333,0,24.38,,0.07,0.06,NA,NA +ER2, N,4,2003,9,10,WET2,12,25.4,0.423333333,0,19.67,,0.1,0.06,NA,NA +ER2, N,4,2003,9,10,WET2,13,25.4,0.423333333,0,15.35,,0.05,0.02,NA,NA +ER2, N,4,2003,9,10,WET2,15,25.4,0.423333333,0,6.58,,0.08,0.01,NA,NA +ER2, N,4,2003,9,10,WET2,16,0,0,0,3.23,,NA,NA,NA,NA +ER2, N,4,2003,9,10,WET2,16.25,0,0,0,0,,NA,NA,NA,NA +LH1, N,1,2003,4,29,DRY,0,63.5,1.058333333,0,0,,NA,NA,NA,NA +LH1, N,1,2003,4,29,DRY,5.13,63.5,1.058333333,0,0,,NA,NA,NA,NA +LH1, N,1,2003,4,29,DRY,5.5,63.5,1.058333333,0,3.67,,NA,NA,NA,NA +LH1, N,1,2003,4,29,DRY,6,63.5,1.058333333,0,4.24,,NA,NA,NA,NA +LH1, N,1,2003,4,29,DRY,6.25,63.5,1.058333333,0,6.68,,NA,NA,NA,NA +LH1, N,1,2003,4,29,DRY,6.5,63.5,1.058333333,0,8.05,,NA,NA,NA,NA +LH1, N,1,2003,4,29,DRY,7,63.5,1.058333333,0,9.12,,NA,NA,NA,NA +LH1, N,1,2003,4,29,DRY,7.5,63.5,1.058333333,0,7.36,,NA,NA,NA,NA +LH1, N,1,2003,4,29,DRY,8,63.5,1.058333333,0,8.05,,NA,NA,NA,NA +LH1, N,1,2003,4,29,DRY,8.5,63.5,1.058333333,0,8.76,,0.46,0.13,NA,NA +LH1, N,1,2003,4,29,DRY,9,63.5,1.058333333,0,10.6,,NA,NA,NA,NA +LH1, N,1,2003,4,29,DRY,10,63.5,1.058333333,0,11.65,,NA,NA,NA,NA +LH1, N,1,2003,4,29,DRY,11,63.5,1.058333333,0,9.85,,NA,NA,NA,NA +LH1, N,1,2003,4,29,DRY,12,63.5,1.058333333,0,14.86,,NA,NA,NA,NA +LH1, N,1,2003,4,29,DRY,13,63.5,1.058333333,0,15.27,,0.26,0.13,NA,NA +LH1, N,1,2003,4,29,DRY,14,63.5,1.058333333,0,14.86,,NA,NA,NA,NA +LH1, N,1,2003,4,29,DRY,15,63.5,1.058333333,0,14.86,,NA,NA,NA,NA +LH1, N,1,2003,4,29,DRY,16,63.5,1.058333333,0,14.04,,NA,NA,NA,NA +LH1, N,1,2003,4,29,DRY,17,63.5,1.058333333,0,13.23,,NA,NA,NA,NA +LH1, N,1,2003,4,29,DRY,18,63.5,1.058333333,0,18.15,,NA,NA,NA,NA +LH1, N,1,2003,4,29,DRY,19,63.5,1.058333333,0,16.96,,NA,NA,NA,NA +LH1, N,1,2003,4,29,DRY,20,63.5,1.058333333,0,15.27,,0.19,0.1,NA,NA +LH1, N,1,2003,4,29,DRY,22,63.5,1.058333333,0,14.04,,NA,NA,NA,NA +LH1, N,1,2003,4,29,DRY,25,63.5,1.058333333,0,16.96,,0.24,0.13,NA,NA +LH1, N,1,2003,4,29,DRY,27,63.5,1.058333333,0,16.96,,NA,NA,NA,NA +LH1, N,1,2003,4,29,DRY,30,63.5,1.058333333,0,16.96,,0.22,0.12,NA,NA +LH1, N,1,2003,4,29,DRY,32,63.5,1.058333333,0,16.96,,NA,NA,NA,NA +LH1, N,1,2003,4,29,DRY,33,63.5,1.058333333,0,14.04,,NA,NA,NA,NA +LH1, N,1,2003,4,29,DRY,35,63.5,1.058333333,0,14.04,,0.16,0.08,NA,NA +LH1, N,1,2003,4,29,DRY,38,63.5,1.058333333,0,14.86,,NA,NA,NA,NA +LH1, N,1,2003,4,29,DRY,40,63.5,1.058333333,0,15.27,,0.21,0.1,NA,NA +LH1, N,1,2003,4,29,DRY,45,63.5,1.058333333,0,15.27,,NA,NA,NA,NA +LH1, N,1,2003,4,29,DRY,45.25,0,0,0,14.86,,NA,NA,NA,NA +LH1, N,1,2003,4,29,DRY,45.5,0,0,0,10.6,,NA,NA,NA,NA +LH1, N,1,2003,4,29,DRY,45.75,0,0,0,8.05,,NA,NA,NA,NA +LH1, N,1,2003,4,29,DRY,46,0,0,0,7.36,,NA,NA,NA,NA +LH1, N,1,2003,4,29,DRY,46.5,0,0,0,5.7,,NA,NA,NA,NA +LH1, N,1,2003,4,29,DRY,46.75,0,0,0,0,,NA,NA,NA,NA +LH1, N,1,2003,4,29,WET,0,63.7,1.061666667,0,0,,NA,NA,NA,NA +LH1, N,1,2003,4,29,WET,3.71,63.7,1.061666667,0,0,,NA,NA,NA,NA +LH1, N,1,2003,4,29,WET,4,63.7,1.061666667,0,1.39,,NA,NA,NA,NA +LH1, N,1,2003,4,29,WET,4.5,63.7,1.061666667,0,1.84,,NA,NA,NA,NA +LH1, N,1,2003,4,29,WET,5,63.7,1.061666667,0,3.11,,NA,NA,NA,NA +LH1, N,1,2003,4,29,WET,5.5,63.7,1.061666667,0,7.36,,NA,NA,NA,NA +LH1, N,1,2003,4,29,WET,6,63.7,1.061666667,0,14.04,,0.22,0.1,NA,NA +LH1, N,1,2003,4,29,WET,7,63.7,1.061666667,0,19.92,,NA,NA,NA,NA +LH1, N,1,2003,4,29,WET,7.5,63.7,1.061666667,0,24.4,,NA,NA,NA,NA +LH1, N,1,2003,4,29,WET,8,63.7,1.061666667,0,24.05,,0.15,0.12,NA,NA +LH1, N,1,2003,4,29,WET,9,63.7,1.061666667,0,24.4,,NA,NA,NA,NA +LH1, N,1,2003,4,29,WET,10,63.7,1.061666667,0,23.11,,NA,NA,NA,NA +LH1, N,1,2003,4,29,WET,11,63.7,1.061666667,0,24.4,,0.12,0.09,NA,NA +LH1, N,1,2003,4,29,WET,12,63.7,1.061666667,0,25.35,,NA,NA,NA,NA +LH1, N,1,2003,4,29,WET,13,75.77,1.262833333,0,24.4,,NA,NA,NA,NA +LH1, N,1,2003,4,29,WET,14,75.77,1.262833333,0,26.31,,0.21,0.19,NA,NA +LH1, N,1,2003,4,29,WET,15,75.77,1.262833333,0,25.35,,NA,NA,NA,NA +LH1, N,1,2003,4,29,WET,16,75.77,1.262833333,0,29.75,,NA,NA,NA,NA +LH1, N,1,2003,4,29,WET,17,75.77,1.262833333,0,28.76,,NA,NA,NA,NA +LH1, N,1,2003,4,29,WET,18,75.77,1.262833333,0,31.25,,0.07,0.08,NA,NA +LH1, N,1,2003,4,29,WET,19,75.77,1.262833333,0,32.14,,NA,NA,NA,NA +LH1, N,1,2003,4,29,WET,20,75.77,1.262833333,0,32.14,,NA,NA,NA,NA +LH1, N,1,2003,4,29,WET,21,75.77,1.262833333,0,32.14,,NA,NA,NA,NA +LH1, N,1,2003,4,29,WET,22,75.77,1.262833333,0,35.76,,NA,NA,NA,NA +LH1, N,1,2003,4,29,WET,23,75.77,1.262833333,0,35.76,,NA,NA,NA,NA +LH1, N,1,2003,4,29,WET,24,75.77,1.262833333,0,34.72,,0.15,0.17,NA,NA +LH1, N,1,2003,4,29,WET,25,75.77,1.262833333,0,31.25,,NA,NA,NA,NA +LH1, N,1,2003,4,29,WET,26.5,75.77,1.262833333,0,35.76,,NA,NA,NA,NA +LH1, N,1,2003,4,29,WET,27,75.77,1.262833333,0,31.25,,NA,NA,NA,NA +LH1, N,1,2003,4,29,WET,28,100.48,1.674666667,0,31.25,,0.08,0.08,NA,NA +LH1, N,1,2003,4,29,WET,29,100.48,1.674666667,0,44.26,,0.12,0.18,NA,NA +LH1, N,1,2003,4,29,WET,30,100.48,1.674666667,0,42.6,,NA,NA,NA,NA +LH1, N,1,2003,4,29,WET,31,100.48,1.674666667,0,49.19,,NA,NA,NA,NA +LH1, N,1,2003,4,29,WET,32,100.48,1.674666667,0,46.5,,NA,NA,NA,NA +LH1, N,1,2003,4,29,WET,33,100.48,1.674666667,0,43.16,,NA,NA,NA,NA +LH1, N,1,2003,4,29,WET,33.5,100.48,1.674666667,0,49.19,,0.28,0.48,NA,NA +LH1, N,1,2003,4,29,WET,34,100.48,1.674666667,0,50.91,,NA,NA,NA,NA +LH1, N,1,2003,4,29,WET,35,100.48,1.674666667,0,48.05,,0.21,0.34,NA,NA +LH1, N,1,2003,4,29,WET,36,100.48,1.674666667,0,49.19,,NA,NA,NA,NA +LH1, N,1,2003,4,29,WET,37,100.48,1.674666667,0,44.26,,NA,NA,NA,NA +LH1, N,1,2003,4,29,WET,38,100.48,1.674666667,0,44.26,,NA,NA,NA,NA +LH1, N,1,2003,4,29,WET,39,123.29,2.054833333,0,45.38,,0.13,0.2,NA,NA +LH1, N,1,2003,4,29,WET,40,123.29,2.054833333,0,54.99,,NA,NA,NA,NA +LH1, N,1,2003,4,29,WET,41,123.29,2.054833333,0,67.4,,0.16,0.37,NA,NA +LH1, N,1,2003,4,29,WET,42,123.29,2.054833333,0,59,,NA,NA,NA,NA +LH1, N,1,2003,4,29,WET,43,123.29,2.054833333,0,64.47,,0.18,0.39,NA,NA +LH1, N,1,2003,4,29,WET,44,123.29,2.054833333,0,65.7,,NA,NA,NA,NA +LH1, N,1,2003,4,29,WET,45,123.29,2.054833333,0,65.7,,0.19,0.42,NA,NA +LH1, N,1,2003,4,29,WET,46,123.29,2.054833333,0,68.65,,NA,NA,NA,NA +LH1, N,1,2003,4,29,WET,47,152.89,2.548166667,0,71.16,,0.22,0.54,NA,NA +LH1, N,1,2003,4,29,WET,48,152.89,2.548166667,0,86.56,,NA,NA,NA,NA +LH1, N,1,2003,4,29,WET,49,152.89,2.548166667,0,86.56,,NA,NA,NA,NA +LH1, N,1,2003,4,29,WET,49.5,152.89,2.548166667,0,95.84,,0.14,0.48,NA,NA +LH1, N,1,2003,4,29,WET,50,152.89,2.548166667,0,93.79,,NA,NA,NA,NA +LH1, N,1,2003,4,29,WET,51,152.89,2.548166667,0,93.79,,NA,NA,NA,NA +LH1, N,1,2003,4,29,WET,52,152.89,2.548166667,0,93.79,,0.13,0.41,NA,NA +LH1, N,1,2003,4,29,WET,53,152.89,2.548166667,0,89.07,,NA,NA,NA,NA +LH1, N,1,2003,4,29,WET,54,152.89,2.548166667,0,92.44,,NA,NA,NA,NA +LH1, N,1,2003,4,29,WET,55,175.83,2.9305,0,97.21,,0.23,0.76,NA,NA +LH1, N,1,2003,4,29,WET,55.3,175.83,2.9305,0,108.18,,NA,NA,NA,NA +LH1, N,1,2003,4,29,WET,56,175.83,2.9305,0,112.98,,NA,NA,NA,NA +LH1, N,1,2003,4,29,WET,57,175.83,2.9305,0,109.42,,NA,NA,NA,NA +LH1, N,1,2003,4,29,WET,58,175.83,2.9305,0,125.86,,0.2,0.85,NA,NA +LH1, N,1,2003,4,29,WET,59,175.83,2.9305,0,125.86,,NA,NA,NA,NA +LH1, N,1,2003,4,29,WET,60,175.83,2.9305,0,119.46,,NA,NA,NA,NA +LH1, N,1,2003,4,29,WET,61,175.83,2.9305,0,124.39,,0.12,0.51,NA,NA +LH1, N,1,2003,4,29,WET,62,175.83,2.9305,0,115.85,,NA,NA,NA,NA +LH1, N,1,2003,4,29,WET,63,175.83,2.9305,0,121.46,,NA,NA,NA,NA +LH1, N,1,2003,4,29,WET,64,0,0,0,121.46,,0.15,0.62,NA,NA +LH1, N,1,2003,4,29,WET,64.5,0,0,0,86.56,,NA,NA,NA,NA +LH1, N,1,2003,4,29,WET,64.75,0,0,0,60.2,,NA,NA,NA,NA +LH1, N,1,2003,4,29,WET,65,0,0,0,44.26,,NA,NA,NA,NA +LH1, N,1,2003,4,29,WET,65.5,0,0,0,25.35,,NA,NA,NA,NA +LH1, N,1,2003,4,29,WET,66,0,0,0,14.86,,NA,NA,NA,NA +LH1, N,1,2003,4,29,WET,66.25,0,0,0,10.6,,NA,NA,NA,NA +LH1, N,1,2003,4,29,WET,66.5,0,0,0,0,,NA,NA,NA,NA +LH1, N,2,2003,4,30,DRY,0,63.7,1.061666667,0,0,,NA,NA,NA,NA +LH1, N,2,2003,4,30,DRY,4.12,63.7,1.061666667,0,0,,NA,NA,NA,NA +LH1, N,2,2003,4,30,DRY,4.5,63.7,1.061666667,0,9.85,,NA,NA,NA,NA +LH1, N,2,2003,4,30,DRY,5,63.7,1.061666667,0,11.27,,NA,NA,NA,NA +LH1, N,2,2003,4,30,DRY,5.5,63.7,1.061666667,0,14.44,,NA,NA,NA,NA +LH1, N,2,2003,4,30,DRY,6,63.7,1.061666667,0,19.92,,0.74,0.49,NA,NA +LH1, N,2,2003,4,30,DRY,7,63.7,1.061666667,0,26.8,,NA,NA,NA,NA +LH1, N,2,2003,4,30,DRY,8,63.7,1.061666667,0,28.02,,NA,NA,NA,NA +LH1, N,2,2003,4,30,DRY,9,63.7,1.061666667,0,34.72,,NA,NA,NA,NA +LH1, N,2,2003,4,30,DRY,10,63.7,1.061666667,0,36.81,,0.31,0.39,NA,NA +LH1, N,2,2003,4,30,DRY,11,63.7,1.061666667,0,38.41,,NA,NA,NA,NA +LH1, N,2,2003,4,30,DRY,13,63.7,1.061666667,0,36.81,,NA,NA,NA,NA +LH1, N,2,2003,4,30,DRY,13.5,63.7,1.061666667,0,0,,NA,NA,NA,NA +LH1, N,2,2003,4,30,DRY,14,63.7,1.061666667,0,21.27,,NA,NA,NA,NA +LH1, N,2,2003,4,30,DRY,15,63.7,1.061666667,0,20.37,,NA,NA,NA,NA +LH1, N,2,2003,4,30,DRY,16,63.7,1.061666667,0,31.25,,NA,NA,NA,NA +LH1, N,2,2003,4,30,DRY,17,63.7,1.061666667,0,40.42,,0.21,0.29,NA,NA +LH1, N,2,2003,4,30,DRY,19,63.7,1.061666667,0,44.26,,NA,NA,NA,NA +LH1, N,2,2003,4,30,DRY,20,63.7,1.061666667,0,39.48,,NA,NA,NA,NA +LH1, N,2,2003,4,30,DRY,23,63.7,1.061666667,0,41.51,,NA,NA,NA,NA +LH1, N,2,2003,4,30,DRY,25,63.7,1.061666667,0,41.51,,NA,NA,NA,NA +LH1, N,2,2003,4,30,DRY,30,63.7,1.061666667,0,41.51,,0.15,0.22,NA,NA +LH1, N,2,2003,4,30,DRY,31,63.7,1.061666667,0,43.16,,NA,NA,NA,NA +LH1, N,2,2003,4,30,DRY,35,63.7,1.061666667,0,41.51,,NA,NA,NA,NA +LH1, N,2,2003,4,30,DRY,40,63.7,1.061666667,0,41.51,,0.21,0.3,NA,NA +LH1, N,2,2003,4,30,DRY,41,63.7,1.061666667,0,40.42,,NA,NA,NA,NA +LH1, N,2,2003,4,30,DRY,45.5,0,0,0,40.42,,0.28,0.39,NA,NA +LH1, N,2,2003,4,30,DRY,46,0,0,0,33.68,,NA,NA,NA,NA +LH1, N,2,2003,4,30,DRY,46.25,0,0,0,27.77,,NA,NA,NA,NA +LH1, N,2,2003,4,30,DRY,46.5,0,0,0,22.19,,NA,NA,NA,NA +LH1, N,2,2003,4,30,DRY,46.75,0,0,0,16.96,,NA,NA,NA,NA +LH1, N,2,2003,4,30,DRY,47,0,0,0,13.23,,NA,NA,NA,NA +LH1, N,2,2003,4,30,DRY,47.25,0,0,0,11.27,,NA,NA,NA,NA +LH1, N,2,2003,4,30,DRY,47.5,0,0,0,9.12,,NA,NA,NA,NA +LH1, N,2,2003,4,30,DRY,47.7,0,0,0,0,,NA,NA,NA,NA +LH1, N,2,2003,4,30,WET,0,63.7,1.061666667,0,0,,NA,NA,NA,NA +LH1, N,2,2003,4,30,WET,2.52,63.7,1.061666667,0,0,,NA,NA,NA,NA +LH1, N,2,2003,4,30,WET,3,63.7,1.061666667,0,5.15,,NA,NA,NA,NA +LH1, N,2,2003,4,30,WET,3.5,63.7,1.061666667,0,13.23,,0.15,0.07,NA,NA +LH1, N,2,2003,4,30,WET,4,63.7,1.061666667,0,21.27,,NA,NA,NA,NA +LH1, N,2,2003,4,30,WET,4.5,63.7,1.061666667,0,27.28,,0.2,0.19,NA,NA +LH1, N,2,2003,4,30,WET,5,63.7,1.061666667,0,36.81,,NA,NA,NA,NA +LH1, N,2,2003,4,30,WET,5.5,63.7,1.061666667,0,36.81,,0.17,0.21,NA,NA +LH1, N,2,2003,4,30,WET,6,63.7,1.061666667,0,39.48,,NA,NA,NA,NA +LH1, N,2,2003,4,30,WET,7,63.7,1.061666667,0,40.42,,0.16,0.23,NA,NA +LH1, N,2,2003,4,30,WET,8,63.7,1.061666667,0,44.26,,NA,NA,NA,NA +LH1, N,2,2003,4,30,WET,9,63.7,1.061666667,0,41.51,,0.15,0.22,NA,NA +LH1, N,2,2003,4,30,WET,10,63.7,1.061666667,0,41.51,,NA,NA,NA,NA +LH1, N,2,2003,4,30,WET,11,75.77,1.262833333,0,41.51,,0.2,0.28,NA,NA +LH1, N,2,2003,4,30,WET,11.5,75.77,1.262833333,0,44.26,,NA,NA,NA,NA +LH1, N,2,2003,4,30,WET,12,75.77,1.262833333,0,49.19,,0.18,0.3,NA,NA +LH1, N,2,2003,4,30,WET,12.5,75.77,1.262833333,0,49.19,,0.21,0.35,NA,NA +LH1, N,2,2003,4,30,WET,13,75.77,1.262833333,0,53.23,,NA,NA,NA,NA +LH1, N,2,2003,4,30,WET,13.5,75.77,1.262833333,0,54.4,,0.22,0.41,NA,NA +LH1, N,2,2003,4,30,WET,14,75.77,1.262833333,0,54.4,,NA,NA,NA,NA +LH1, N,2,2003,4,30,WET,15,75.77,1.262833333,0,52.07,,0.18,0.32,NA,NA +LH1, N,2,2003,4,30,WET,16,75.77,1.262833333,0,52.07,,NA,NA,NA,NA +LH1, N,2,2003,4,30,WET,17,75.77,1.262833333,0,54.4,,NA,NA,NA,NA +LH1, N,2,2003,4,30,WET,18,100.48,1.674666667,0,54.4,,0.17,0.32,NA,NA +LH1, N,2,2003,4,30,WET,18.5,100.48,1.674666667,0,58.4,,0.2,0.4,NA,NA +LH1, N,2,2003,4,30,WET,19,100.48,1.674666667,0,68.65,,0.32,0.75,NA,NA +LH1, N,2,2003,4,30,WET,20,100.48,1.674666667,0,81.94,,0.24,0.68,NA,NA +LH1, N,2,2003,4,30,WET,21,100.48,1.674666667,0,83.25,,0.21,0.6,NA,NA +LH1, N,2,2003,4,30,WET,22,100.48,1.674666667,0,81.94,,NA,NA,NA,NA +LH1, N,2,2003,4,30,WET,23,100.48,1.674666667,0,83.25,,0.2,0.56,NA,NA +LH1, N,2,2003,4,30,WET,24,100.48,1.674666667,0,81.94,,NA,NA,NA,NA +LH1, N,2,2003,4,30,WET,25,100.48,1.674666667,0,81.61,,0.16,0.45,NA,NA +LH1, N,2,2003,4,30,WET,26,123.29,2.054833333,0,79.98,,0.16,0.45,NA,NA +LH1, N,2,2003,4,30,WET,26.5,123.29,2.054833333,0,91.08,,NA,NA,NA,NA +LH1, N,2,2003,4,30,WET,27,123.29,2.054833333,0,95.15,,0.23,0.75,NA,NA +LH1, N,2,2003,4,30,WET,28,123.29,2.054833333,0,93.79,,NA,NA,NA,NA +LH1, N,2,2003,4,30,WET,28.5,123.29,2.054833333,0,99.79,,0.21,0.72,NA,NA +LH1, N,2,2003,4,30,WET,29,123.29,2.054833333,0,95.84,,NA,NA,NA,NA +LH1, N,2,2003,4,30,WET,29.5,123.29,2.054833333,0,95.84,,0.21,0.69,NA,NA +LH1, N,2,2003,4,30,WET,30,123.29,2.054833333,0,98.41,,NA,NA,NA,NA +LH1, N,2,2003,4,30,WET,31,123.29,2.054833333,0,95.84,,0.24,0.79,NA,NA +LH1, N,2,2003,4,30,WET,32,123.29,2.054833333,0,98.41,,NA,NA,NA,NA +LH1, N,2,2003,4,30,WET,33,152.89,2.548166667,0,98.41,,0.16,0.53,NA,NA +LH1, N,2,2003,4,30,WET,33.5,152.89,2.548166667,0,101.18,,0.29,1.01,NA,NA +LH1, N,2,2003,4,30,WET,34,152.89,2.548166667,0,109.42,,NA,NA,NA,NA +LH1, N,2,2003,4,30,WET,34.5,152.89,2.548166667,0,119.46,,0.29,1.17,NA,NA +LH1, N,2,2003,4,30,WET,35,152.89,2.548166667,0,120.73,,NA,NA,NA,NA +LH1, N,2,2003,4,30,WET,36,152.89,2.548166667,0,125.86,,0.26,1.11,NA,NA +LH1, N,2,2003,4,30,WET,37,152.89,2.548166667,0,122.92,,0.23,0.98,NA,NA +LH1, N,2,2003,4,30,WET,38,152.89,2.548166667,0,126.59,,NA,NA,NA,NA +LH1, N,2,2003,4,30,WET,39,152.89,2.548166667,0,126.59,,0.2,0.87,NA,NA +LH1, N,2,2003,4,30,WET,40,152.89,2.548166667,0,125.86,,NA,NA,NA,NA +LH1, N,2,2003,4,30,WET,41,175.83,2.9305,0,125.86,,0.28,1.19,NA,NA +LH1, N,2,2003,4,30,WET,41.5,175.83,2.9305,0,131.78,,0.2,0.9,NA,NA +LH1, N,2,2003,4,30,WET,42,175.83,2.9305,0,143.47,,NA,NA,NA,NA +LH1, N,2,2003,4,30,WET,42.5,175.83,2.9305,0,150.38,,NA,NA,NA,NA +LH1, N,2,2003,4,30,WET,43,175.83,2.9305,0,151.93,,0.23,1.2,NA,NA +LH1, N,2,2003,4,30,WET,44,175.83,2.9305,0,154.25,,0.24,1.3,NA,NA +LH1, N,2,2003,4,30,WET,44.5,175.83,2.9305,0,151.93,,NA,NA,NA,NA +LH1, N,2,2003,4,30,WET,45,175.83,2.9305,0,150.38,,NA,NA,NA,NA +LH1, N,2,2003,4,30,WET,46,175.83,2.9305,0,148.84,,0.17,0.9,NA,NA +LH1, N,2,2003,4,30,WET,47,175.83,2.9305,0,146.53,,NA,NA,NA,NA +LH1, N,2,2003,4,30,WET,48,0,0,0,146.53,,0.14,0.72,NA,NA +LH1, N,2,2003,4,30,WET,48.25,0,0,0,136.84,,NA,NA,NA,NA +LH1, N,2,2003,4,30,WET,48.5,0,0,0,114.95,,NA,NA,NA,NA +LH1, N,2,2003,4,30,WET,48.75,0,0,0,74.33,,NA,NA,NA,NA +LH1, N,2,2003,4,30,WET,49,0,0,0,50.91,,NA,NA,NA,NA +LH1, N,2,2003,4,30,WET,49.25,0,0,0,34.2,,NA,NA,NA,NA +LH1, N,2,2003,4,30,WET,49.5,0,0,0,23.11,,NA,NA,NA,NA +LH1, N,2,2003,4,30,WET,50,0,0,0,15.27,,NA,NA,NA,NA +LH1, N,2,2003,4,30,WET,50.25,0,0,0,9.85,,NA,NA,NA,NA +LH1, N,2,2003,4,30,WET,50.5,0,0,0,11.27,,NA,NA,NA,NA +LH1, N,2,2003,4,30,WET,50.75,0,0,0,0,,NA,NA,NA,NA +LH1, N,2,2003,4,30,WET2,0,51.92,0.865333333,0,0,,NA,NA,NA,NA +LH1, N,2,2003,4,30,WET2,1.62,51.92,0.865333333,0,0,,NA,NA,NA,NA +LH1, N,2,2003,4,30,WET2,2,51.92,0.865333333,0,5.7,,NA,NA,NA,NA +LH1, N,2,2003,4,30,WET2,2.5,51.92,0.865333333,0,6.35,,NA,NA,NA,NA +LH1, N,2,2003,4,30,WET2,3,51.92,0.865333333,0,12.04,,NA,NA,NA,NA +LH1, N,2,2003,4,30,WET2,3.5,51.92,0.865333333,0,36.81,,NA,NA,NA,NA +LH1, N,2,2003,4,30,WET2,4,51.92,0.865333333,0,38.94,,NA,NA,NA,NA +LH1, N,2,2003,4,30,WET2,4.5,51.92,0.865333333,0,38.94,,NA,NA,NA,NA +LH1, N,2,2003,4,30,WET2,5,51.92,0.865333333,0,40.42,,NA,NA,NA,NA +LH1, N,2,2003,4,30,WET2,5.5,51.92,0.865333333,0,40.42,,NA,NA,NA,NA +LH1, N,2,2003,4,30,WET2,6,51.92,0.865333333,0,39.48,,NA,NA,NA,NA +LH1, N,2,2003,4,30,WET2,7,25.59,0.4265,0,39.48,,0.06,0.09,NA,NA +LH1, N,2,2003,4,30,WET2,7.5,25.59,0.4265,0,33.17,,0.03,0.03,NA,NA +LH1, N,2,2003,4,30,WET2,8,25.59,0.4265,0,27.77,,NA,NA,NA,NA +LH1, N,2,2003,4,30,WET2,8.5,25.59,0.4265,0,25.35,,NA,NA,NA,NA +LH1, N,2,2003,4,30,WET2,9,25.59,0.4265,0,18.15,,NA,NA,NA,NA +LH1, N,2,2003,4,30,WET2,9.5,25.59,0.4265,0,14.04,,NA,NA,NA,NA +LH1, N,2,2003,4,30,WET2,10,25.59,0.4265,0,14.04,,NA,NA,NA,NA +LH1, N,2,2003,4,30,WET2,10.5,25.59,0.4265,0,11.27,,NA,NA,NA,NA +LH1, N,2,2003,4,30,WET2,11,25.59,0.4265,0,11.27,,0.02,0,NA,NA +LH1, N,2,2003,4,30,WET2,12,25.59,0.4265,0,10.6,,NA,NA,NA,NA +LH1, N,2,2003,4,30,WET2,12.5,25.59,0.4265,0,9.48,,NA,NA,NA,NA +LH1, N,2,2003,4,30,WET2,13,25.59,0.4265,0,9.48,,NA,NA,NA,NA +LH1, N,2,2003,4,30,WET2,14,25.59,0.4265,0,9.48,,NA,NA,NA,NA +LH1, N,2,2003,4,30,WET2,15,25.59,0.4265,0,9.48,,NA,NA,NA,NA +LH1, N,2,2003,4,30,WET2,16,0,0,0,9.48,,NA,NA,NA,NA +LH1, N,2,2003,4,30,WET2,16.5,0,0,0,9.12,,NA,NA,NA,NA +LH1, N,2,2003,4,30,WET2,17,0,0,0,7.36,,NA,NA,NA,NA +LH1, N,2,2003,4,30,WET2,17.5,0,0,0,7.02,,NA,NA,NA,NA +LH1, N,2,2003,4,30,WET2,18,0,0,0,6.35,,NA,NA,NA,NA +LH1, N,2,2003,4,30,WET2,18.2,0,0,0,0,,NA,NA,NA,NA +LH1, N,3,2003,4,30,DRY,0,63.7,1.061666667,0,0,,NA,NA,NA,NA +LH1, N,3,2003,4,30,DRY,8.83,63.7,1.061666667,0,0,,NA,NA,NA,NA +LH1, N,3,2003,4,30,DRY,9.5,63.7,1.061666667,0,8.05,,NA,NA,NA,NA +LH1, N,3,2003,4,30,DRY,10,63.7,1.061666667,0,7.02,,NA,NA,NA,NA +LH1, N,3,2003,4,30,DRY,11,63.7,1.061666667,0,5.15,,NA,NA,NA,NA +LH1, N,3,2003,4,30,DRY,12,63.7,1.061666667,0,7.02,,NA,NA,NA,NA +LH1, N,3,2003,4,30,DRY,15,63.7,1.061666667,0,7.36,,NA,NA,NA,NA +LH1, N,3,2003,4,30,DRY,16,63.7,1.061666667,0,9.85,,0.31,0.1,NA,NA +LH1, N,3,2003,4,30,DRY,17,63.7,1.061666667,0,10.6,,NA,NA,NA,NA +LH1, N,3,2003,4,30,DRY,18,63.7,1.061666667,0,8.05,,NA,NA,NA,NA +LH1, N,3,2003,4,30,DRY,19,63.7,1.061666667,0,9.85,,NA,NA,NA,NA +LH1, N,3,2003,4,30,DRY,20,63.7,1.061666667,0,7.02,,NA,NA,NA,NA +LH1, N,3,2003,4,30,DRY,21,63.7,1.061666667,0,7.36,,NA,NA,NA,NA +LH1, N,3,2003,4,30,DRY,25,63.7,1.061666667,0,7.36,,NA,NA,NA,NA +LH1, N,3,2003,4,30,DRY,30,63.7,1.061666667,0,8.05,,NA,NA,NA,NA +LH1, N,3,2003,4,30,DRY,35,63.7,1.061666667,0,7.02,,NA,NA,NA,NA +LH1, N,3,2003,4,30,DRY,39,63.7,1.061666667,0,8.05,,NA,NA,NA,NA +LH1, N,3,2003,4,30,DRY,40,63.7,1.061666667,0,8.05,,NA,NA,NA,NA +LH1, N,3,2003,4,30,DRY,45,0,0,0,10.6,,NA,NA,NA,NA +LH1, N,3,2003,4,30,DRY,45.42,0,0,0,10.6,,NA,NA,NA,NA +LH1, N,3,2003,4,30,DRY,46.37,0,0,0,0,,NA,NA,NA,NA +LH1, N,3,2003,4,30,WET,0,63.7,1.061666667,0,0,,NA,NA,NA,NA +LH1, N,3,2003,4,30,WET,3.28,63.7,1.061666667,0,0,,NA,NA,NA,NA +LH1, N,3,2003,4,30,WET,3.5,63.7,1.061666667,0,6.68,,NA,NA,NA,NA +LH1, N,3,2003,4,30,WET,4,63.7,1.061666667,0,9.85,,NA,NA,NA,NA +LH1, N,3,2003,4,30,WET,5,63.7,1.061666667,0,15.27,,0.13,0.06,NA,NA +LH1, N,3,2003,4,30,WET,6,63.7,1.061666667,0,16.11,,0.1,0.05,NA,NA +LH1, N,3,2003,4,30,WET,7,63.7,1.061666667,0,16.11,,NA,NA,NA,NA +LH1, N,3,2003,4,30,WET,8,63.7,1.061666667,0,16.96,,0.22,0.13,NA,NA +LH1, N,3,2003,4,30,WET,9,63.7,1.061666667,0,24.4,,NA,NA,NA,NA +LH1, N,3,2003,4,30,WET,10,63.7,1.061666667,0,25.35,,0.14,0.12,NA,NA +LH1, N,3,2003,4,30,WET,11,63.7,1.061666667,0,23.11,,NA,NA,NA,NA +LH1, N,3,2003,4,30,WET,12,63.7,1.061666667,0,22.19,,0.1,0.07,NA,NA +LH1, N,3,2003,4,30,WET,13,63.7,1.061666667,0,22.19,,NA,NA,NA,NA +LH1, N,3,2003,4,30,WET,14,75.77,1.262833333,0,16.11,,0.15,0.08,NA,NA +LH1, N,3,2003,4,30,WET,15,75.77,1.262833333,0,17.71,,0.09,0.05,NA,NA +LH1, N,3,2003,4,30,WET,15.5,75.77,1.262833333,0,19.92,,NA,NA,NA,NA +LH1, N,3,2003,4,30,WET,16,75.77,1.262833333,0,19.92,,NA,NA,NA,NA +LH1, N,3,2003,4,30,WET,16.5,75.77,1.262833333,0,22.19,,0.13,0.1,NA,NA +LH1, N,3,2003,4,30,WET,17,75.77,1.262833333,0,24.4,,NA,NA,NA,NA +LH1, N,3,2003,4,30,WET,17.5,75.77,1.262833333,0,27.77,,0.13,0.13,NA,NA +LH1, 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b/examples/rainfall_parser/rainfall_sim_parser.py new file mode 100644 index 0000000..3e80c57 --- /dev/null +++ b/examples/rainfall_parser/rainfall_sim_parser.py @@ -0,0 +1,313 @@ +import warnings + +from DssWriter import DssWriter + +warnings.filterwarnings("ignore", category=DeprecationWarning) + +from datetime import datetime, timedelta +import pandas +import matplotlib.pyplot as plt +import matplotlib.dates as mdates +import re +import math + +write_debug_files = False + + +def plot_data_frames(data_frames, labels, markers, title, ylabel): + # Plot the data frames + for df, label, marker in zip(data_frames, labels, markers): + for column in df.columns: + plt.plot(df.index, df[column], label=label, marker=marker) + + plt.xlabel('Time') + plt.ylabel(ylabel) + plt.title(title) + plt.gca().xaxis.set_major_formatter(mdates.DateFormatter('%H:%M')) + plt.legend() + plt.show() + + +def extract_raw_timeseries(df, site_id, year, plot_number, condition, column_name): + """ + reads timeseries data from a subset of the input data + The input data column 'Time' is fractional number of minutes + The time 'overflows' each minute, that is detected with either + a zero value or decreasing from previous value + """ + filtered_data = df[(df["Site ID"] == site_id) & (df["Year"] == year) + & (df["Plot number"] == plot_number) + & (df["Condition"].str.strip() == condition) + ].reset_index(drop=True) + + rows = [] + prev_row = None + extra_t = 0 # used to accumulate minutes, when the fractional minutes 'Time' column resets with 0 + delta_t = 0 + for _, row in filtered_data.iterrows(): + year = row['Year'] + month = row['Month'] + day = row['Day'] + time = row['Time'] + if prev_row is not None: + delta_t = time - prev_row['Time'] + # minute_overflow = prev_row is not None and delta_t < 0 + + # if delta_t < 0: + # extra_t = extra_t + 60 + + if delta_t < 0: + extra_t = extra_t + math.ceil(abs(delta_t) / 60) * 60 + + date = datetime(year=int(year), month=int(month), day=int(day)) + t = date + timedelta(minutes=time + extra_t) + + prev_row = row + rows.append([t, row[column_name]]) + # print(f"{t},{row['Precipitation (mm/hr)']},{row['Runoff (mm/hr)']}") + out = pandas.DataFrame(rows, columns=['timestamp', column_name]) + out.set_index('timestamp', inplace=True) + return out + + +def filter_out_timesteps_less_than_1minute(df): + # Calculate time difference between consecutive rows + df['time_diff'] = df['timestamp'].diff() + # Filter out rows with time steps less than 1 minute + df_filtered = df[df['time_diff'] >= pandas.Timedelta(minutes=1)] + # Drop the 'time_diff' column if not needed + df_filtered = df_filtered.drop(columns=['time_diff']) + return df_filtered + + +def condition_timeseries(df): + """ + condition_timeseries inserts extra data points to + avoid incorrectly interpolating across steady-state gaps in the data. + + insert zero values 1-minute before values resumes (after period of zero-values) + insert previous value 1-minute before values drops to zero (after period of non-zero precip/flow) + """ + data_column = df.columns[0] + modified_df = df.copy() # Create a copy of the input DataFrame + prev_row = None + + for t, row in df.iterrows(): + + have_prev_value = prev_row is not None and prev_row[data_column] != 0 + values_went_to_zero = row[data_column] == 0 and have_prev_value + values_resumed = prev_row is not None and row[data_column] != 0 and prev_row[data_column] == 0 + more_than_1minute_gap = prev_row is not None and t - prev_row.name > timedelta(minutes=1) + + if values_resumed: + print("non-zero values started") + + if values_went_to_zero and more_than_1minute_gap: + print(f"Found value 0 at time: {t}, previous value = {prev_row[data_column]}") + new_time = t - timedelta(minutes=1) + new_entry = prev_row.copy() + modified_df.loc[new_time] = new_entry + elif values_resumed and more_than_1minute_gap: + print(f"started with {row[data_column]}, at time: {t}, previous value = {prev_row[data_column]}") + new_time = t - timedelta(seconds=15) + modified_df.loc[new_time] = 0 + + prev_row = row + + modified_df.sort_index(inplace=True) + return modified_df + + +def interpolate_1minute_timeseries(df): + # df2 = df[~df.index.duplicated()] + try: + s = df.resample('1min').ffill() + return s + except Exception as e: + print(f"An error occurred: {e}") + print(df) + + return df + + +def generate_1minute_time_series(args, siteid, plot_number, year, condition): + filename = args['filename'] + dss_filename = args['dss_file'] + series_name = args['series_name'] + converted_series_name = args['converted_series_name'] + conversion_factor = args['conversion_factor'] + units = args['units'] + dss_units = args['dss_units'] + dss_type = args['dss_type'] + plot_data = args['plot_data'] + write_debug_files = args['write_debug_files'] + output_filename = f"{siteid}_plot_{plot_number}_{year}_{condition}.csv" + print(output_filename) + data = pandas.read_csv(filename) + data = data.applymap(lambda x: x.strip() if isinstance(x, str) else x) + + raw_ts = extract_raw_timeseries(data, siteid, year, plot_number, condition, series_name) + if write_debug_files: + raw_ts.to_csv("raw_timeseries_debug.csv") + print(f"raw data has {raw_ts.size} rows") + # detect precipitation going off - (use previous precipitation one minute prior to zero ) + # insert values to enhance interpolation + ts_conditioned = condition_timeseries(raw_ts) + if write_debug_files: + ts_conditioned.to_csv('conditioned_timeseries_debug.csv') + # plot_data_frames([raw_ts, ts_conditioned],["raw","conditioned"],['o','x',],"tst") + ts_1minute = interpolate_1minute_timeseries(ts_conditioned) + if write_debug_files: + ts_1minute.to_csv("interpolated_1min_debug.csv") + + title = f"{siteid} {year} plot number:{plot_number} condition:{condition} " + if plot_data: + plot_data_frames([raw_ts, ts_conditioned, ts_1minute], ["raw", "conditioned", "1minute"], ['o', 'x', '*'], + title,units) + # convert for output + ts_1minute[series_name] = ts_1minute[series_name] * conversion_factor + ts_1minute = ts_1minute.rename(columns={series_name: converted_series_name}) + ts_1minute.units = dss_units + ts_1minute.data_type = dss_type + if write_debug_files: + ts_1minute.to_csv(output_filename) + path = f"/{siteid}/{condition}{plot_number}-{year}/PRECIP-INC//1Minute/USDA Walnut Gulch/" + dss = DssWriter(dss_filename) + dss.write_to_dss(ts_1minute, path) + + +def process_csv(args): + generate_1minute_time_series(args, siteid='ER3', plot_number=1, year=2005, condition='N') + generate_1minute_time_series(args, siteid='ER3', plot_number=1, year=2005, condition='B') + generate_1minute_time_series(args, siteid='ER3', plot_number=1, year=2006, condition='B') + generate_1minute_time_series(args, siteid='ER3', plot_number=1, year=2009, condition='B') + + generate_1minute_time_series(args, siteid='ER3', plot_number=2, year=2005, condition='N') + generate_1minute_time_series(args, siteid='ER3', plot_number=2, year=2005, condition='B') + generate_1minute_time_series(args, siteid='ER3', plot_number=2, year=2006, condition='B') + generate_1minute_time_series(args, siteid='ER3', plot_number=2, year=2009, condition='B') + + generate_1minute_time_series(args, siteid='ER3', plot_number=3, year=2005, condition='N') + generate_1minute_time_series(args, siteid='ER3', plot_number=3, year=2005, condition='B') + generate_1minute_time_series(args, siteid='ER3', plot_number=3, year=2006, condition='B') + generate_1minute_time_series(args, siteid='ER3', plot_number=3, year=2009, condition='B') + + generate_1minute_time_series(args, siteid='ER3', plot_number=4, year=2005, condition='N') + generate_1minute_time_series(args, siteid='ER3', plot_number=4, year=2005, condition='B') + generate_1minute_time_series(args, siteid='ER3', plot_number=4, year=2006, condition='B') + generate_1minute_time_series(args, siteid='ER3', plot_number=4, year=2009, condition='B') + + generate_1minute_time_series(args, siteid='Ab', plot_number=1, year=2004, condition='N') + generate_1minute_time_series(args, siteid='Ab', plot_number=1, year=2003, condition='B') + generate_1minute_time_series(args, siteid='Ab', plot_number=1, year=2004, condition='B') + generate_1minute_time_series(args, siteid='Ab', plot_number=1, year=2005, condition='B') + generate_1minute_time_series(args, siteid='Ab', plot_number=1, year=2007, condition='B') + + generate_1minute_time_series(args, siteid='Ab', plot_number=2, year=2004, condition='N') + generate_1minute_time_series(args, siteid='Ab', plot_number=2, year=2003, condition='B') + generate_1minute_time_series(args, siteid='Ab', plot_number=2, year=2003, condition='B') + generate_1minute_time_series(args, siteid='Ab', plot_number=2, year=2005, condition='B') + generate_1minute_time_series(args, siteid='Ab', plot_number=2, year=2007, condition='B') + + generate_1minute_time_series(args, siteid='Ab', plot_number=3, year=2004, condition='N') + generate_1minute_time_series(args, siteid='Ab', plot_number=3, year=2003, condition='B') + generate_1minute_time_series(args, siteid='Ab', plot_number=3, year=2003, condition='B') + generate_1minute_time_series(args, siteid='Ab', plot_number=3, year=2005, condition='B') + generate_1minute_time_series(args, siteid='Ab', plot_number=3, year=2007, condition='B') + + generate_1minute_time_series(args, siteid='Ab', plot_number=4, year=2004, condition='N') + generate_1minute_time_series(args, siteid='Ab', plot_number=4, year=2003, condition='B') + generate_1minute_time_series(args, siteid='Ab', plot_number=4, year=2003, condition='B') + generate_1minute_time_series(args, siteid='Ab', plot_number=4, year=2005, condition='B') + generate_1minute_time_series(args, siteid='Ab', plot_number=4, year=2007, condition='B') + # + # + generate_1minute_time_series(args, siteid='SA', plot_number=1, year=2005, condition='N') + generate_1minute_time_series(args, siteid='SA', plot_number=1, year=2005, condition='B') + generate_1minute_time_series(args, siteid='SA', plot_number=1, year=2006, condition='B') + generate_1minute_time_series(args, siteid='SA', plot_number=1, year=2009, condition='B') + # + generate_1minute_time_series(args, siteid='SA', plot_number=2, year=2005, condition='N') + generate_1minute_time_series(args, siteid='SA', plot_number=2, year=2005, condition='B') + generate_1minute_time_series(args, siteid='SA', plot_number=2, year=2006, condition='B') + generate_1minute_time_series(args, siteid='SA', plot_number=2, year=2009, condition='B') + + generate_1minute_time_series(args, siteid='SA', plot_number=3, year=2005, condition='N') + generate_1minute_time_series(args, siteid='SA', plot_number=3, year=2005, condition='B') + generate_1minute_time_series(args, siteid='SA', plot_number=3, year=2006, condition='B') + generate_1minute_time_series(args, siteid='SA', plot_number=3, year=2009, condition='B') + + generate_1minute_time_series(args, siteid='SA', plot_number=4, year=2005, condition='N') + generate_1minute_time_series(args, siteid='SA', plot_number=4, year=2005, condition='B') + generate_1minute_time_series(args, siteid='SA', plot_number=4, year=2006, condition='B') + generate_1minute_time_series(args, siteid='SA', plot_number=4, year=2009, condition='B') + + generate_1minute_time_series(args, siteid='Ta', plot_number=1, year=2004, condition='N') + generate_1minute_time_series(args, siteid='Ta', plot_number=1, year=2004, condition='B') + generate_1minute_time_series(args, siteid='Ta', plot_number=1, year=2005, condition='B') + generate_1minute_time_series(args, siteid='Ta', plot_number=1, year=2007, condition='B') + + generate_1minute_time_series(args, siteid='Ta', plot_number=2, year=2004, condition='N') + generate_1minute_time_series(args, siteid='Ta', plot_number=2, year=2004, condition='B') + generate_1minute_time_series(args, siteid='Ta', plot_number=2, year=2005, condition='B') + generate_1minute_time_series(args, siteid='Ta', plot_number=2, year=2007, condition='B') + + generate_1minute_time_series(args, siteid='Ta', plot_number=3, year=2004, condition='N') + generate_1minute_time_series(args, siteid='Ta', plot_number=3, year=2004, condition='B') + generate_1minute_time_series(args, siteid='Ta', plot_number=3, year=2005, condition='B') + generate_1minute_time_series(args, siteid='Ta', plot_number=3, year=2007, condition='B') + + generate_1minute_time_series(args, siteid='Ta', plot_number=4, year=2004, condition='N') + generate_1minute_time_series(args, siteid='Ta', plot_number=4, year=2004, condition='B') + generate_1minute_time_series(args, siteid='Ta', plot_number=4, year=2005, condition='B') + generate_1minute_time_series(args, siteid='Ta', plot_number=4, year=2007, condition='B') + + generate_1minute_time_series(args, siteid='Wi', plot_number=1, year=2006, condition='N') + generate_1minute_time_series(args, siteid='Wi', plot_number=1, year=2006, condition='B') + generate_1minute_time_series(args, siteid='Wi', plot_number=1, year=2007, condition='B') + generate_1minute_time_series(args, siteid='Wi', plot_number=1, year=2010, condition='B') + + generate_1minute_time_series(args, siteid='Wi', plot_number=2, year=2006, condition='N') + generate_1minute_time_series(args, siteid='Wi', plot_number=2, year=2006, condition='B') + generate_1minute_time_series(args, siteid='Wi', plot_number=2, year=2007, condition='B') + generate_1minute_time_series(args, siteid='Wi', plot_number=2, year=2010, condition='B') + + generate_1minute_time_series(args, siteid='Wi', plot_number=3, year=2006, condition='N') + generate_1minute_time_series(args, siteid='Wi', plot_number=3, year=2006, condition='B') + generate_1minute_time_series(args, siteid='Wi', plot_number=3, year=2007, condition='B') + generate_1minute_time_series(args, siteid='Wi', plot_number=3, year=2010, condition='B') + + generate_1minute_time_series(args, siteid='Wi', plot_number=4, year=2006, condition='N') + generate_1minute_time_series(args, siteid='Wi', plot_number=4, year=2006, condition='B') + generate_1minute_time_series(args, siteid='Wi', plot_number=4, year=2007, condition='B') + generate_1minute_time_series(args, siteid='Wi', plot_number=4, year=2010, condition='B') + + +args= {'filename': 'rainfall_sim.csv', + 'dss_file': 'rain_sim.dss', + 'dss_parameter': 'PRECIP-INC', + 'dss_type': 'PER-CUM', + 'write_debug_files': False, + 'plot_data': True, + 'series_name': 'Precipitation (mm/hr)', + 'units': 'mm/hr', + 'dss_units': 'MM', + 'conversion_factor': 1.0 / 60.0, + 'converted_series_name': 'Precipitation (mm/min)' + } +process_csv(args) + +args= {'filename': 'rainfall_sim.csv', + 'dss_file': 'flow_sim.dss', + 'dss_parameter': 'FLOW', + 'dss_type': 'INST-VAL', + 'write_debug_files': False, + 'plot_data': True, + 'series_name': 'Runoff (mm/hr)', + 'units': 'mm/hr', + 'dss_units': 'CMS', + 'conversion_factor': 12 / (3600 * 1000), + 'converted_series_name': 'Runoff (CMS)' + } + +process_csv(args) \ No newline at end of file diff --git a/hec_dss.py b/hec_dss.py deleted file mode 100644 index cc9378a..0000000 --- a/hec_dss.py +++ /dev/null @@ -1,94 +0,0 @@ -from hec_dss_native import HecDssNative -from datetime import datetime -from dateconverter import DateConverter -from timeseries import TimeSeries -from catalog import Catalog -import os - -class HecDss: - - def __init__(self,filename): - self._native = HecDssNative() - self._native.hec_dss_open(filename) - - - def get(self,pathname,startDateTime, endDateTime): - # get sizes - startDate = startDateTime.strftime('%d%b%Y') - startTime = startDateTime.strftime('%H:%M') - endDate = endDateTime.strftime('%d%b%Y') - endTime = startDateTime.strftime('%H:%M') - numberValues = [0] # using array to allow modification - qualityElementSize = [0] - self._native.hec_dss_tsGetSizes(pathname, - startDate, startTime, - endDate, endTime,numberValues,qualityElementSize) - print("Number of values:", numberValues[0]) - print("Quality element size:", qualityElementSize[0]) - - - # tsRetrive - - times=[0,1] - values=[] - numberValuesRead=[0] - quality=[] - julianBaseDate =[0] - timeGranularitySeconds =[0] - units = [""] - bufferLength=40 - dataType =[""] - - - self._native.hec_dss_tsRetrieve(pathname, - startDate, startTime, endDate, endTime, times, - values, numberValues[0], - numberValuesRead, quality, qualityElementSize[0], - julianBaseDate, timeGranularitySeconds, - units, bufferLength, dataType, bufferLength) - - #print("units = "+units[0]) - #print("datatype = "+dataType[0]) - #print("times: ") - #print(times) - #print(values) - print("julianBaseDate = "+str(julianBaseDate[0])) - print("timeGranularitySeconds = "+str(timeGranularitySeconds[0])) - ts = TimeSeries() - ts.times=DateConverter.date_times_from_julian_array(times,timeGranularitySeconds[0],julianBaseDate[0]) - ts.values=values - ts.units=units[0] - ts.dataType=dataType[0] - ts.dsspath=pathname - return ts - - def put(self,ts): - # TO DO.. save other types besides regular interval. - # TO DO. check data type.. - # TO Do. is timezone needed? - #def hec_dss_tsStoreRegular(dss, pathname, startDate, startTime, valueArray, qualityArray, - # saveAsFloat, units, type): - startDate,startTime = DateConverter.dss_datetime_from_string(ts.times[0]) - quality = [] # TO DO - - self._native.hec_dss_tsStoreRegular(ts.pathname,startDate,startTime,ts.values,quality,False,ts.units,ts.dataType) - - def getCatalog(self): - paths,recordTypes = self._native.hec_dss_catalog() - return Catalog(paths,recordTypes) - - def recordCount(self): - return self._native.hec_dss_record_count() - - def setDebugLevel(self,level): - return self._native.hec_dss_set_debug_level(level) - - -if __name__ == "__main__": - #import pdb;pdb.set_trace() - dss = HecDss("sample7.dss") - catalog = dss.getCatalog() - for p in catalog: - print(p) - #print(catalog[0:5]) - #dss.setDebugLevel(15) diff --git a/hec_dss_native.py b/hec_dss_native.py deleted file mode 100644 index 9c2700b..0000000 --- a/hec_dss_native.py +++ /dev/null @@ -1,318 +0,0 @@ -import ctypes -from ctypes import c_char, c_double, c_int,byref, create_string_buffer -import array -import sys - -class HecDssNative: - """Wrapper for Native method calls to hecdss.dll or libhecdss.so """ - - def __init__(self): - if sys.platform == "linux" or sys.platform == "darwin": - self.dll = ctypes.CDLL('./libhecdss.so') - elif sys.platform == "win32": - self.dll = ctypes.CDLL('hecdss') - else: - raise Exception("Unsupported platform") - - - def hec_dss_open(self,dss_filename): - self.dll.hec_dss_open.argtypes = [ctypes.c_char_p, ctypes.POINTER(ctypes.c_void_p)] - self.dll.hec_dss_open.restype = ctypes.c_int - self.handle = ctypes.c_void_p() - rval = self.dll.hec_dss_open(dss_filename.encode('utf-8'),ctypes.byref(self.handle)) - if rval == 0: - print("DSS file opened successfully.") - else: - print("Error opening DSS file.") - return rval - - def hec_dss_close(self): - f = self.dll.hec_dss_close - f.argtypes = [ctypes.c_void_p()] - f.restype = ctypes.c_int - return f(self.handle) - - def hec_dss_record_count(self): - f = self.dll.hec_dss_record_count - f.argtypes = [ctypes.c_void_p()] - f.restype = ctypes.c_int - return f(self.handle) - - # set a integer setting by name - def __hec_dss_set_value(self,name,value): - f = self.dll.hec_dss_set_value - f.argtypes = [ctypes.c_char_p,ctypes.c_int] - f.restype = ctypes.c_int - f(name.encode('utf-8'),value) - - # set debug level (0-15) - # 0 - no output - # 15 - max output - def hec_dss_set_debug_level(self,value): - self.__hec_dss_set_value("mlvl",value) - - - - def hec_dss_export_to_file(self,path,outputFile,startDate,startTime,endDate,endTime): - - self.dll.hec_dss_export_to_file.argtypes = [ - ctypes.c_void_p(), # dss - ctypes.c_char_p, # path - ctypes.c_char_p, # outputFile - ctypes.c_char_p, # startDate - ctypes.c_char_p, # startTime - ctypes.c_char_p, # endDate - ctypes.c_char_p # endTime - ] - self.dll.hec_dss_export_to_file.restype = ctypes.c_int - - result = self.dll.hec_dss_export_to_file(self.handle,path, outputFile, startDate, startTime, endDate, endTime) - - def hec_dss_CONSTANT_MAX_PATH_SIZE(self): - f = self.dll.hec_dss_CONSTANT_MAX_PATH_SIZE - f.restype = ctypes.c_int - return f() - - def hec_dss_catalog(self,filter=""): - """ - retrieves a list of objects in a DSS database - - returns a list of paths, and recordTypes - - """ - count = self.hec_dss_record_count() - pathBufferSize = self.hec_dss_CONSTANT_MAX_PATH_SIZE() - self.dll.hec_dss_catalog.argtypes = [ - ctypes.c_void_p, # dss (assuming it's a pointer) - ctypes.c_char_p, # pathBuffer - ctypes.POINTER(ctypes.c_int), # recordTypes - ctypes.c_char_p, # pathFilter - ctypes.c_int, # count - ctypes.c_int # pathBufferItemSize - ] - self.dll.hec_dss_catalog.restype = ctypes.c_int - - c_rawCatalog = create_string_buffer(count * pathBufferSize) - pathFilter = filter.encode("ascii") - recordTypes = (ctypes.c_int32 * count)() - - pathNameList = [] - - numRecords = self.dll.hec_dss_catalog(self.handle,c_rawCatalog, recordTypes, pathFilter, count, pathBufferSize) - recordTypeArray =[] - recordTypeArray.extend(list(recordTypes[:count])) - for i in range(numRecords): - start = i * pathBufferSize - end = start + pathBufferSize - s = c_rawCatalog[start:end].decode('ascii').replace('\x00','') - #print(f"str='{s}'") - pathNameList.append(s) - - return pathNameList,recordTypeArray - - - def hec_dss_tsGetSizes(self,pathname, - startDate, startTime, - endDate, endTime,numberValues,qualityElementSize): - self.dll.hec_dss_tsGetSizes.argtypes = [ - ctypes.c_void_p(), # dss - ctypes.c_char_p, # path - ctypes.c_char_p, # startDate - ctypes.c_char_p, # startTime - ctypes.c_char_p, # endDate - ctypes.c_char_p, # endTime - ctypes.POINTER(ctypes.c_int), #numberValues - ctypes.POINTER(ctypes.c_int) #qualityElementSize - ] - self.dll.hec_dss_tsGetSizes.restype = ctypes.c_int - - nv = ctypes.c_int() - qes = ctypes.c_int() - - result = self.dll.hec_dss_tsGetSizes(self.handle, pathname.encode('utf-8'), - startDate.encode('utf-8'), startTime.encode('utf-8'), - endDate.encode('utf-8'), endTime.encode('utf-8'), - ctypes.byref(nv), - ctypes.byref(qes)) - - numberValues[0] = nv.value - qualityElementSize[0] = qes.value - #import pdb;pdb.set_trace() - - if result == 0: - print("Function call successful:") - print("Number of values:", numberValues[0]) - print("Quality element size:", qualityElementSize[0]) - else: - print("Function call failed with result:", result) - - return result - - def hec_dss_tsRetrieve(self,pathname, - startDate, startTime, endDate, endTime, - times, values, arraySize, - numberValuesRead, quality, qualityLength, - julianBaseDate, timeGranularitySeconds, - units, unitsLength, dataType, typeLength): - - f = self.dll.hec_dss_tsRetrieve - f.argtypes = [ - ctypes.c_void_p, # dss - ctypes.c_char_p, # pathname - ctypes.c_char_p, # startDate - ctypes.c_char_p, # startTime - ctypes.c_char_p, # endDate - ctypes.c_char_p, # endTime - ctypes.POINTER(ctypes.c_int), # timeArray - ctypes.POINTER(ctypes.c_double), # valueArray - ctypes.c_int, # arraySize - ctypes.POINTER(ctypes.c_int), # numberValuesRead - ctypes.POINTER(ctypes.c_int), # quality - ctypes.c_int, # qualityLength - ctypes.POINTER(ctypes.c_int), # julianBaseDate - ctypes.POINTER(ctypes.c_int), # timeGranularitySeconds - ctypes.c_char_p, # units - ctypes.c_int, # unitsLength - ctypes.c_char_p, # dataType - ctypes.c_int # typeLength - ] - f.restype = ctypes.c_int - - c_arraySize = c_int(arraySize) - c_times = (ctypes.c_int32 * arraySize)() - c_values = (c_double * arraySize)() - c_numberValuesRead = c_int(0) - size = qualityLength*arraySize - - c_quality =(c_int * size)() - c_julianBaseDate = c_int(0) - c_timeGranularitySeconds = c_int(0) - - buff_size = unitsLength - c_units = create_string_buffer(buff_size) - c_unitsLength = c_int(buff_size) - - buff_size = typeLength - c_dataType = create_string_buffer(buff_size) - c_typeLength = c_int(buff_size) - c_julianBaseDate = c_int() - c_timeGranularitySeconds = c_int() - - rval = f(self.handle, - pathname.encode('utf-8'), - startDate.encode('utf-8'), - startTime.encode('utf-8'), - endDate.encode('utf-8'), - endTime.encode('utf-8'), - c_times, - c_values, - c_arraySize, - byref(c_numberValuesRead), - c_quality, - qualityLength, - byref(c_julianBaseDate), - byref(c_timeGranularitySeconds), - c_units, - c_unitsLength, - c_dataType, - c_typeLength) - - times.clear() - times.extend(list(c_times[:c_numberValuesRead.value])) - values.clear() - values.extend(list(c_values[:c_numberValuesRead.value])) - units[0] = c_units.value.decode('utf-8') - dataType[0] = c_dataType.value.decode('utf-8') - julianBaseDate[0] = c_julianBaseDate.value - timeGranularitySeconds[0] = c_timeGranularitySeconds.value - - return rval - - - - def hec_dss_tsStoreRegular(self, pathname, startDate, startTime, valueArray, qualityArray, - saveAsFloat, units, dataType): - - 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len(qualityArray))(*qualityArray) - #import pdb;pdb.set_trace() - return self.dll.hec_dss_tsStoreRegular(self.handle, pathname_c, startDate_c, startTime_c, - valueArray_c, len(valueArray), qualityArray_c, - len(qualityArray), int(saveAsFloat), units_c, type_c) - - - - def test(): - dss = HecDssNative() - outputFile=b"output.txt" - - dss.hec_dss_open(b"sample7.dss") - nnn = dss.hec_dss_record_count() - print ("record count = "+str(nnn)) - - - times = [0,0,0,0,0] - numberValues =len(times) - times_int = (ctypes.c_int * numberValues)(*times) - values = [0,0,0,0,0] - values_double = (ctypes.c_double * numberValues)(*values) - - numberValuesRead = ctypes.c_int() - quality = [] - qualityLength = ctypes.c_int(len(quality)) - quality_int = (ctypes.c_int * len(quality))(*quality) - - julianBaseDate = ctypes.c_int() - timeGranularitySeconds = ctypes.c_int() - buffer_size = 20 - units = ctypes.create_string_buffer(buffer_size) - dataType = ctypes.create_string_buffer(buffer_size) - - result = dss.hec_dss_tsRetrieve(b"//SACRAMENTO/PRECIP-INC//1Day/OBS/", - b"01Jan1924",b"0100", b"01Jan2005", b"2400", times_int, values_double, numberValues, - ctypes.byref(numberValuesRead), quality_int, qualityLength, ctypes.byref(julianBaseDate), ctypes.byref(timeGranularitySeconds), - units, buffer_size, dataType, buffer_size) - - if result == 0: - print("Function call successful.") - else: - print("Function call failed."+str(result)) - - print(units.value.decode('utf-8')) - - - # ppp = b"/AMERICAN/FOLSOM/FLOW-RES IN/01JAN2006/1Day/OBS/" - # sd = b"12MAR2006" - # ed = b"05APR2006" - # st = b"1200" - # et = b"1200" - # dss = HecDss() - # outputFile=b"output.txt" - # - # dss.open("sample7.dss") - # nnn = dss.record_count() - # print ("record count = "+str(nnn)) - # ttt = dss.hec_dss_export_to_file(ppp,outputFile,sd,st,ed,et) - # dss.close() \ No newline at end of file diff --git a/missing_data.dss b/missing_data.dss new file mode 100644 index 0000000..8d4798c Binary files /dev/null and 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+readme = "Readme.md" +packages = [{ include = "hecdss", from = "src" }] +# include = [{ path = "lib", format = ["sdist", "wheel"] }] + +[tool.poetry.dependencies] +python = "^3.9" + +[tool.poetry.dev-dependencies] +# Python Syntax highlighter, assume +# Pygments = ">=2.10.0" +black = ">=21.10b0" +coverage = { extras = ["toml"], version = ">=6.2" } +darglint = ">=1.8.1" +flake8 = ">=4.0.1" +flake8-bandit = ">=2.1.2" +flake8-bugbear = ">=21.9.2" +flake8-docstrings = ">=1.6.0" +flake8-rst-docstrings = ">=0.2.5" +# furo = ">=2021.11.12" +isort = ">=5.10.1" +mypy = ">=0.930" +pep8-naming = ">=0.12.1" +pre-commit = ">=2.16.0" +pre-commit-hooks = ">=4.1.0" +pytest = ">=7" +pyupgrade = ">=2.29.1" +safety = ">=2.0.0" +sphinx = ">=4.3.2" +sphinx-autobuild = ">=2021.3.14" +sphinx-click = ">=3.0.2" +typeguard = ">=2.13.3" +# xdoctest = {extras = ["colors"], version = ">=0.15.10"} +myst-parser = { version = ">=0.16.1" } + +[tool.poetry.group.dev.dependencies] +requests = "^2.31.0" + +[tool.coverage.paths] +source = ["src", "*/site-packages"] +tests = ["tests", "*/tests"] + +[tool.coverage.run] +branch = true +source = ["hecdsspython", "tests"] + +[tool.coverage.report] +show_missing = true +fail_under = 100 + +[tool.isort] +profile = "black" +multi_line_output = 3 +lines_after_imports = 2 + +[build-system] +requires = ["setuptools>=61.0"] +build-backend = "setuptools.build_meta" +#requires = ["poetry-core"] +#build-backend = "poetry.core.masonry.api" + +[tool.pytest.ini_options] +log_cli = true +log_cli_level = 'INFO' +testpaths = ["tests"] +pythonpath = "./src" diff --git a/setup.cfg b/setup.cfg new file mode 100644 index 0000000..38066a4 --- /dev/null +++ b/setup.cfg @@ -0,0 +1,29 @@ +[metadata] +name = hecdss +version = 0.1.28 +author = Hydrologic Engineering Center +author_email =hec.dss@usace.army.mil +description = Python wrapper for the HEC-DSS file database C library. +long_description = file: README.md +long_description_content_type = text/markdown +url = https://github.com/HydrologicEngineeringCenter/hec-dss-python +classifiers = + Programming Language :: Python :: 3 + License :: OSI Approved :: MIT License + Operating System :: OS Independent + +[options] +package_dir= + =src +packages = find: +python_requires = >=3.8 +include_package_data = True +install_requires = + numpy + tzdata + +[options.packages.find] +where=src + +[options.package_data] +* = *.dll diff --git a/src/hecdss/__init__.py b/src/hecdss/__init__.py new file mode 100644 index 0000000..65c231e --- /dev/null +++ b/src/hecdss/__init__.py @@ -0,0 +1,10 @@ + +from hecdss.catalog import Catalog +from hecdss.hecdss import HecDss +from hecdss.dsspath import DssPath +from hecdss.irregular_timeseries import IrregularTimeSeries +from hecdss.regular_timeseries import RegularTimeSeries +from hecdss.array_container import ArrayContainer +from hecdss.paired_data import PairedData +from hecdss.text import Text + diff --git a/src/hecdss/array_container.py b/src/hecdss/array_container.py new file mode 100644 index 0000000..b9f0066 --- /dev/null +++ b/src/hecdss/array_container.py @@ -0,0 +1,32 @@ +import numpy as np +from typing import List + + +class ArrayContainer: + + def __init__(self): + self.id = None + self.int_values = None + self.float_values = None + self.double_values = None + self.location_info = None + + @staticmethod + def create_array_container(int_values: List[int] = [], float_values: List[float] = [], + double_values: List[float] = [], path=None, location_info=None): + a = ArrayContainer() + a.id = path + a.int_values = np.array(int_values, dtype=np.int32) + a.float_values = np.array(float_values, dtype=np.float32) + a.double_values = np.array(double_values, dtype=np.float64) + a.location_info = location_info + return a + + def __str__(self): + if self.id is not None: + identifier = f"id: {self.id}, " + else: + identifier = "" + return f"{identifier}\ntype: {self.int_values.dtype}, shape: {self.int_values.shape}, values: {self.int_values.tolist()}" \ + f"\ntype: {self.float_values.dtype}, shape: {self.float_values.shape}, values: {self.float_values.tolist()}" \ + f"\ntype: {self.double_values.dtype}, shape: {self.double_values.shape}, values: {self.double_values.tolist()}" diff --git a/src/hecdss/catalog.py b/src/hecdss/catalog.py new file mode 100644 index 0000000..cf504f7 --- /dev/null +++ b/src/hecdss/catalog.py @@ -0,0 +1,92 @@ +from .record_type import RecordType +from .dsspath import DssPath +from datetime import datetime +import re + +class Catalog: + """manage list of objects inside a DSS database""" + def __init__(self, uncondensed_paths, recordTypes): + self.uncondensed_paths = uncondensed_paths + self.rawRecordTypes = recordTypes + self.timeSeriesDictNoDates = {} # key is path without date, value is a list of dates + self.recordTypeDict = {} # key is path w/o date, value is recordType + self.__create_condensed_catalog() + + def get_record_type(self, pathname): + """gets the record type for a given path + + Args: + pathname (str): dss pathname + + Returns: + RecordType: the record type :class:`hecdss.RecordType` of DSS data stored in this pathname + """ + if pathname.lower() in self.recordTypeDict: + rt = self.recordTypeDict[pathname.lower()] + else: + path = DssPath(pathname, RecordType.Unknown) + if( path.path_without_date().__str__().lower() in self.recordTypeDict): + rt = self.recordTypeDict[path.path_without_date().__str__().lower()] + else: + rt = self.recordTypeDict[path.path_location_info().__str__().lower()] + return rt + + def __create_condensed_catalog(self): + """ + condensed catalog combines time-series records into a single condensed path + other record types are not condensed. + time-series records must match all parts except the D (date) part to be combined. + """ + self.items = [] + raw_paths = {} + for i in range(len(self.uncondensed_paths)): + rawPath = self.uncondensed_paths[i] + recordType = RecordType.RecordTypeFromInt(self.rawRecordTypes[i]) + path = DssPath(rawPath,recordType) + # if timeseries - accumulate dates within a dataset + if path.is_time_series(): + cleanPath = str(path.path_without_date()) + raw_paths[cleanPath.lower()] = rawPath + self.recordTypeDict[cleanPath.lower()] = recordType + if re.match(r"^\d{2}[A-Za-z]{3}\d{4}$", path.D): # Check if path.D matches the format 'DDMMMYYYY' + tsRecords = self.timeSeriesDictNoDates.setdefault(cleanPath.lower(), []) + t = datetime.strptime(path.D,"%d%b%Y") + tsRecords.append(t) + elif recordType in [RecordType.PairedData, RecordType.Grid, RecordType.Text, + RecordType.LocationInfo, RecordType.Array]: + raw_paths[rawPath] = rawPath + self.recordTypeDict[str(path).lower()] = recordType + self.items.append(path) + else: + raise Exception(f"unsupported record_type: {recordType}") + + + + # go through each timeSeriesDictNoDates, and sort each list of dates + # use first and last to create the condensed path + for key in self.timeSeriesDictNoDates.keys(): + dateList = sorted(self.timeSeriesDictNoDates[key]) + condensedDpart = dateList[0].strftime("%d%b%Y") + if len(dateList) >1: + condensedDpart +="-"+ dateList[-1].strftime("%d%b%Y") + # insert condensed D part into path used as key + rt = self.recordTypeDict[key] + p = DssPath(raw_paths[key],rt) + p.D = condensedDpart + self.items.append(p) + + def print(self): + for ds in self.items: + print(ds) + + def __iter__(self): + self.index = 0 # Initialize the index to 0 + return self + + def __next__(self): + if self.index < len(self.items): + result = self.items[self.index] + self.index += 1 + return result + else: + raise StopIteration diff --git a/src/hecdss/cwms_utility.py b/src/hecdss/cwms_utility.py new file mode 100644 index 0000000..d41eafc --- /dev/null +++ b/src/hecdss/cwms_utility.py @@ -0,0 +1,240 @@ +import re + +from hecdss import DssPath, RegularTimeSeries +from hecdss.dss_type import DssType + + +class CwmsUtility: + """ + These Utility methods are used to convert between CWMS and DSS conventions + This is a short term solution. Longer term we will be using the following library: + https://github.com/HydrologicEngineeringCenter/hec-python-library + + """ + + CWMS_DSS_INTERVAL_MAP = { + "1Minute": "1Minute", + "2Minutes": "2Minute", + "3Minutes": "3Minute", + "4Minutes": "4Minute", + "5Minutes": "5Minute", + "6Minutes": "6Minute", + "12Minutes": "12Minute", + "15Minutes": "15Minute", + "20Minutes": "20Minute", + "30Minutes": "30Minute", + "1Hour": "1Hour", + "2Hours": "2Hour", + "3Hours": "3Hour", + "4Hours": "4Hour", + "6Hours": "6Hour", + "8Hours": "8Hour", + "12Hours": "12Hour", + "1Day": "1Day", + # # DSS doesn't support the 2Day, 3Day, etc... intervals. + # '2Days': '', + # '3Days': '', + # '4Days': '', + # '5Days': '', + # '6Days': '', + "1Week": "1Week", + "1Month": "1Month", + "1Year": "1Year", + "0": "Ir-Month", # not optimized for some cases + } + + # build another map from DSS to CWMS (use lower case for DSS key) + DSS_CWMS_INTERVAL_MAP = {v.lower(): k for k, v in CWMS_DSS_INTERVAL_MAP.items()} + DSS_CWMS_INTERVAL_MAP["ir-day"] = "0" + # DSS_CWMS_INTERVAL_MAP["ir-month"] = "0" # already included + DSS_CWMS_INTERVAL_MAP["ir-year"] = "0" + DSS_CWMS_INTERVAL_MAP["ir-decade"] = "0" + DSS_CWMS_INTERVAL_MAP["ir-century"] = "0" + + @staticmethod + def get_cwms_parameter_type(dss_type: DssType): + s = str(dss_type).upper() + if "INST" in s: + return "Inst" + elif "AVE" in s: + return "Ave" + elif "CUM" in s: + return "Total" + elif "MAX" in s: + return "Max" + elif "MIN" in s: + return "Min" + elif "CONST" in s: + return "Const" + else: + return "Inst" + + @staticmethod + def pathname_to_cwms_tsid(path, dss_type="", duration="0", strict=False): + """ + pathname is a dsspath name. Example: /TULA//Flow//1Hour/Ccp-Rev/ + type is + + returns CWMS convention time-series-id + [Location]-[sub-location].[Parameter]-[sub-parameter].[Type].[Interval].[Duration].[Version] + """ + p = DssPath(path, 0) + a, b, c, e, f = p.A.strip(), p.B.strip(), p.C.strip(), p.E.strip(), p.F.strip() + # drop a part (watershed by convention) + # [Location]-[sub-location] + tsid = b + # [parameter] + tsid += "." + c + "." + # [Type] + tsid += CwmsUtility.get_cwms_parameter_type(dss_type) + "." + # [Interval] + tsid += CwmsUtility._convert_dss_interval_to_cwms_interval(e) + "." + # [Duration] + tsid += duration + "." + # [Version] + tsid += f + if strict: + return tsid.title() + return tsid + + @staticmethod + def cwms_ts_id_to_dss_path(ts_id: str) -> DssPath: + """ + convert cwms time-series id to a dss path + example input: + "NORK-Norton-Prairie_Dog.Stage.Inst.15Minutes.0.nwklrgs-raw" + example output: + "//NORK-Norton-Prairie_Dog/Stage/01Apr2024/15Minute/nwklrgs-raw/" + + """ + # Be sure there are no slashes used anywhere in the name + ts_id = ts_id.replace("/", "-") + # Replace period separators with slashes so we can split it + ts_id = ts_id.replace(".", "/") + location, parameter, cwms_type, cwms_interval, duration, version = ts_id.split( + "/" + )[:6] + + path = DssPath("///////", 0) + path.A = "" + path.B = location + path.C = parameter + path.D = "" + path.E = CwmsUtility._convert_cwms_interval_to_dss_interval(cwms_interval) + path.F = version + + return path.path_without_date() + + @staticmethod + def _convert_cwms_interval_to_dss_interval(cwms_interval: str): + """ + Converts CWMS interval to DSS interval + for example '2Minutes' is converted to '2Minute' + """ + + if cwms_interval in CwmsUtility.CWMS_DSS_INTERVAL_MAP: + return CwmsUtility.CWMS_DSS_INTERVAL_MAP[cwms_interval] + + if len(cwms_interval) > 1 and cwms_interval[0] == "~": # pseudo regular + if cwms_interval[1:] in CwmsUtility.CWMS_DSS_INTERVAL_MAP: + return "~" + CwmsUtility.CWMS_DSS_INTERVAL_MAP[cwms_interval[1:]] + + raise ValueError( + f"The cwms interval '{cwms_interval}' is invalid, or there is not a supported conversion to DSS" + ) + + @staticmethod + def _convert_dss_interval_to_cwms_interval(dss_interval: str): + """ + Converts dss interval to CWMS interval + for example '12Hour' is converted to '12Hours' + """ + e_part = dss_interval.lower() + if e_part in CwmsUtility.DSS_CWMS_INTERVAL_MAP: + return CwmsUtility.DSS_CWMS_INTERVAL_MAP[e_part] + + if len(e_part) > 1 and e_part[0] == "~": + if e_part[1:] in CwmsUtility.DSS_CWMS_INTERVAL_MAP: + return "~" + CwmsUtility.DSS_CWMS_INTERVAL_MAP[e_part[1:]] + + raise ValueError( + f"The dss interval '{dss_interval}' is invalid, or there is not a supported conversion to a " + f"CWMS interval" + ) + + @staticmethod + def dss_data_type_from_cwms_tsid(cwms_tsid) -> str: + """ + takes an input id such as 'TULA.Flow.Inst.1Hour.0.Ccp-Rev' + and returns the DSS DataType 'INST-VAL' in this example + :param cwms_tsid: input time-series identifier + :return: string representing a dss data type + """ + parts = cwms_tsid.split(".") + parameter = parts[1] + ts_type = parts[2] + if ts_type == "Inst": + if parameter == "Precip": + dss_type = DssType.INST_CUM + else: + dss_type = DssType.INST_VAL + elif ts_type == "Total": + dss_type = DssType.PER_CUM + elif ts_type == "Ave": + dss_type = DssType.PER_AVER + elif ts_type == "Max": + dss_type = DssType.PER_MAX + elif ts_type == "Min": + dss_type = DssType.PER_MIN + else: + dss_type = ts_type # default: use cwms type + return str(dss_type) + + @staticmethod + def cwms_to_regular_timeseries(data): + """ + Convert a CWMS (pandas-dataframe) TimeSeries to a RegularTimeSeries + """ + times = data.df["date-time"].to_list() + values = data.df["value"].to_list() + cwms_tsid = data.json["name"] + data_type = CwmsUtility.dss_data_type_from_cwms_tsid(cwms_tsid) + units = data.json["units"] + dss_path = CwmsUtility.cwms_ts_id_to_dss_path(cwms_tsid) + + if dss_path.E[:2].lower() == "ir": + raise ValueError( + f"Irregular time series not implemented in cwms_to_timeseries method input: {cwms_tsid}" + ) + + ts = RegularTimeSeries.create( + values, + times, + units=units, + dataType=str(data_type), + interval=dss_path.E, + path=str(dss_path), + ) + ts.id = str(dss_path) + return ts + + @staticmethod + def regular_time_series_to_json(rts: RegularTimeSeries, office_id: str, ts_id: str): + """ + converts a regular timeseries into a JSON format that is + compatible with the CWMS data API + """ + # hard code flag = 0 + flag = 0 + # dss quality code is the same cwms + values = [[d, v, flag] for d, v in zip(rts.times, rts.values)] + + json_result = { + "name": ts_id, + "office-id": office_id, + "units": rts.units, + "values": values, + "version-date": None, + } + + return json_result diff --git a/src/hecdss/dateconverter.py b/src/hecdss/dateconverter.py new file mode 100644 index 0000000..d35222d --- /dev/null +++ b/src/hecdss/dateconverter.py @@ -0,0 +1,188 @@ +import copy +from datetime import datetime, timedelta, time + +_sec = [ + 31536000, + 2592000, + 1296000, + 864000, + 604800, + 86400, + 43200, + 28800, + 21600, + 14400, + 10800, + 7200, + 3600, + 1800, + 1200, + 900, + 720, + 600, + 360, + 300, + 240, + 180, + 120, + 60, + 30, + 20, + 15, + 10, + 6, + 5, + 4, + 3, + 2, + 1, + 0 +] +_time_string = [ + "1Year", + "1Month", + "Semi-Month", + "Tri-Month", + "1Week", + "1Day", + "12Hour", + "8Hour", + "6Hour", + "4Hour", + "3Hour", + "2Hour", + "1Hour", + "30Minute", + "20Minute", + "15Minute", + "12Minute", + "10Minute", + "6Minute", + "5Minute", + "4Minute", + "3Minute", + "2Minute", + "1Minute", + "30Second", + "20Second", + "15Second", + "10Second", + "6Second", + "5Second", + "4Second", + "3Second", + "2Second", + "1Second", + "0Second" +] +class DateConverter: + + @staticmethod + def dss_datetime_strings_from_datetime(dt:datetime): + """ + convert python datetime to DSS 24:00 style string + 2023-08-25 09:32:46.832952 -> 25Aug2023 09:23:47 + 2023-08-25 00:00:00.0000000 -> 24Aug2023 24:00 + 2023-08-25 00:10:00.0000000 -> 25Aug2023 00:10 + """ + if dt.time() == time(0, 0, 0, 0): # midnight + # subract one day + dtm1 = dt - timedelta(days=1) + dtstr= dtm1.strftime('%d%b%Y 24:00:00') + else: + dtstr = dt.strftime('%d%b%Y %H:%M:%S') + + return dtstr[:9],dtstr[-8:] + + @staticmethod + def datetime_from_dss_datetime_string(datestr: str): + """ + convert DSS 24:00 style string to python datetime + 25Aug2023 09:23:47 -> 2023-08-25 09:23:47 + 24Aug2023 24:00 -> 2023-08-25 00:00:00 + 25Aug2023 00:10 -> 2023-08-25 00:10:00 + """ + date_part, time_part = datestr.split() + dt = datetime.strptime(date_part, "%d%b%Y") + if time_part == "24:00": + dt += timedelta(days=1) + time_part = "00:00" + time_obj = datetime.strptime(time_part, "%H:%M").time() + return datetime.combine(dt.date(), time_obj) + + @staticmethod + def date_time_from_julian_second(time_julian, seconds_julian): + """" + convert from DSS integer datetime to python datetime array + """ + + baseDateTime = datetime(1900, 1, 1) - timedelta(days=1) # datetime.fromtimestamp(julian_base_date) + + days = timedelta(days=time_julian) + seconds = timedelta(seconds=seconds_julian) + + return baseDateTime + days + seconds + + @staticmethod + def date_times_from_julian_array(times_julian, time_granularity_seconds, julian_base_date): + """" + convert from DSS integer datetime array to python datetime array + """ + if times_julian is None: + raise ValueError("Time Series Times array was None. Something didn't work right in DSS.") + + times = [] + for t in times_julian: + baseDateTime =datetime(1900,1,1)- timedelta(days=1) + delta = 0 + if time_granularity_seconds == 1: # 1 second + delta =timedelta(seconds=t) + if time_granularity_seconds == 60: # 60 seconds per minute + delta =timedelta(minutes=t) + if time_granularity_seconds == 3600: # 3600 seconds per hour + delta =timedelta(hours=t) + if time_granularity_seconds == 86400: # 86400 seconds per day + delta =timedelta(days=t) + + times.append(baseDateTime+delta+timedelta(days=julian_base_date)) + + return times + + @staticmethod + def julian_array_from_date_times(date_times, time_granularity_seconds=60, start_date_base=(datetime(1900, 1, 1))): + """" + convert from DSS integer datetime array to python datetime array + """ + if date_times is None: + raise ValueError("Time Series Times array was None. Something didn't work right in DSS.") + start_date_base = start_date_base.replace(hour=0, minute=0, second=0, microsecond=0)-timedelta(days=1) + return [int(((i-start_date_base).days*86400 + i.hour * 3600 + i.minute * 60 + i.second)/time_granularity_seconds) for i in date_times] + + @staticmethod + def intervalString_to_sec(interval): + if isinstance(interval, str): + interval = interval.title() + if _time_string.__contains__(interval): + i = _time_string.index(interval) + return _sec[i] + elif _sec.__contains__(interval): + return interval + + return "empty" + + @staticmethod + def sec_to_intervalString(seconds: int): + + i = _sec.index(seconds) + + return _time_string[i] + + +if __name__ == "__main__": + dt = datetime.today() + x = DateConverter.dss_datetime_strings_from_datetime(dt) + print(x) + midnight = datetime(2023,8,3,0,0,0) + x = DateConverter.dss_datetime_strings_from_datetime(midnight) + print(x) + diff --git a/src/hecdss/download_hecdss.py b/src/hecdss/download_hecdss.py new file mode 100644 index 0000000..ad07c1b --- /dev/null +++ b/src/hecdss/download_hecdss.py @@ -0,0 +1,46 @@ +"""Helper module to retrieve the binary libraries""" + +from pathlib import Path +import shutil +import requests +import zipfile +import os + + +def download_and_unzip(url, zip_file, destination_dir): + """Retrieves a compressed archive from the URL and extracts it in the destination dir. + + Parameters + ---------- + url : str + URL to the archive. + zip_file : str + Name of the local target archive. + destination_dir : + Path to the local directory where the archive content is extracted to. + """ + print(url) + os.makedirs(destination_dir, exist_ok=True) + response = requests.get(zip_url, timeout=300) + if response.status_code == 200: + zip_file_path = os.path.join(destination_dir, zip_file) + with open(zip_file_path, "wb") as zip_file: + zip_file.write(response.content) + print("Zip file downloaded successfully.") + + with zipfile.ZipFile(zip_file_path, "r") as zip_ref: + zip_ref.extractall(destination_dir) + print(f"Contents extracted successfully to.'{destination_dir}'") + os.remove(zip_file_path) + else: + print(f"Failed to download zip file. Status code: {response.status_code}") + +base_url = "https://www.hec.usace.army.mil/nexus/repository/maven-public/mil/army/usace/hec/hecdss/" +version = "7-IW-4" + +destination_dir = Path(__file__).parent.joinpath("lib") +zip_url = f"{base_url}{version}-win-x86_64/hecdss-{version}-win-x86_64.zip" +download_and_unzip(zip_url, f"hecdss-{version}-win-x86_64.zip", destination_dir) + +zip_url = f"{base_url}{version}-linux-x86_64/hecdss-{version}-linux-x86_64.zip" +download_and_unzip(zip_url, f"hecdss-{version}-linux-x86_64.zip", destination_dir) diff --git a/src/hecdss/dss_type.py b/src/hecdss/dss_type.py new file mode 100644 index 0000000..790fa76 --- /dev/null +++ b/src/hecdss/dss_type.py @@ -0,0 +1,34 @@ +from enum import Enum + +class DssType(Enum): + """ + Enum class representing different types of DSS (Data Storage System) types. + + Attributes: + PER_AVER (str): Period average. + PER_CUM (str): Period cumulative. + INST_VAL (str): Instantaneous value. + INST_CUM (str): Instantaneous cumulative. + FREQ (str): Frequency (not a DSS standard yet). + PER_MAX (str): Period maximum (not a DSS standard yet). + PER_MIN (str): Period minimum (not a DSS standard yet). + CONST (str): Constant (not a DSS standard yet). + """ + PER_AVER = "PER-AVER" + PER_CUM = "PER-CUM" + INST_VAL = "INST-VAL" + INST_CUM = "INST-CUM" + # items below are not DSS standard (yet!) + FREQ = "FREQ" + PER_MAX = "PER-MAX" + PER_MIN = "PER-MIN" + CONST = "CONST" + + def __str__(self): + """ + Returns the string representation of the enum value. + + Returns: + str: The value of the enum member. + """ + return self.value \ No newline at end of file diff --git a/src/hecdss/dsspath.py b/src/hecdss/dsspath.py new file mode 100644 index 0000000..f5ea6bf --- /dev/null +++ b/src/hecdss/dsspath.py @@ -0,0 +1,89 @@ +from .dateconverter import DateConverter +from .dss_type import DssType +from .record_type import RecordType + +class DssPath: + """ + Manage parts of DSS path /A/B/C/D/E/F/ + condenses D part for timeseries records + """ + + _timeSeriesFamily = [RecordType.IrregularTimeSeries, RecordType.RegularTimeSeries, + RecordType.RegularTimeSeriesProfile] + + def __init__(self, path: str, recType = 0): + """ + Initialize a DssPath object. + + Args: + path (str): Raw DSS pathname. + recType (RecordType, optional): Type of the record, such as RecordType.RegularTimeSeries. Defaults to 0. + + Raises: + Exception: If the DSS path is invalid. + """ + # path should be at least 7 slash characters /////// + if len(path.strip()) < 7 or path[0] != '/' or path[-1] != '/': + raise Exception("Invalid DSS Path: '" + path + "'") + path = path[1:-1] # remove beginning and ending '/' + # self.rawPath= path + + split_parts = path.split('/') + if len(split_parts) >= 6: + self.A, self.B, self.C, self.D, self.E, self.F = split_parts[:6] + self.recType = recType + + def __eq__(self, other): + """ + Check if two DssPath objects are equal. + + Args: + other (DssPath): Another DssPath object to compare with. + + Returns: + bool: True if both DssPath objects are equal, False otherwise. + """ + return str(self) == str(other) + + def __str__(self): + """ + Returns: + str: The DSS path as a string. + """ + return "/" + self.A + "/" + self.B + "/" + self.C + "/" + self.D + "/" + self.E + "/" + self.F + "/" + + def path_without_date(self): + """ + Get the DSS path without the date part (D part). + + Returns: + DssPath: A new DssPath object without the date part. + """ + s = "/" + self.A + "/" + self.B + "/" + self.C + "//" + self.E + "/" + self.F + "/" + rval = DssPath(s, self.recType) + return rval + + def path_location_info(self): + s = "/" + self.A + "/" + self.B + "/" + self.C + "////" + rval = DssPath(s, self.recType) + return rval + + def is_time_series(self): + """ + Check if the DSS path is a time series. + + Returns: + bool: True if the DSS path is a time series, False otherwise. + """ + return self.recType in DssPath._timeSeriesFamily + + def print(self): + """ + Print the parts of the DSS path. + """ + print("a:" + self.path.A) + print("b:" + self.path.B) + print("c:" + self.path.C) + print("d:" + self.path.D) + print("e:" + self.path.E) + print("f:" + self.path.F) \ No newline at end of file diff --git a/src/hecdss/gridded_data.py b/src/hecdss/gridded_data.py new file mode 100644 index 0000000..c7b0590 --- /dev/null +++ b/src/hecdss/gridded_data.py @@ -0,0 +1,231 @@ +# import pandas as pd +import numpy as np +import math + +NULL_INT = -3.4028234663852886e+38 + +class GriddedData: + """ + Container for gridded (Raster) data. + + Properties: + id (str): DSS pathname. + type (int): Grid type. + 400: Undefined grid with time. + 401: Undefined grid. + 410: HRAP grid with time reference. + 411: HRAP grid. + 420: Albers with time reference. + 421: Albers. + 430: Specified Grid with time reference. + 431: Specified Grid. + dataType (int): Data type. + PER_AVER = 0. + PER_CUM = 1. + INST_VAL = 2. + INST_CUM = 3. + FREQ = 4. + INVALID = 5. + lowerLeftCellX (int): X coordinate of the lower left cell. + lowerLeftCellY (int): Y coordinate of the lower left cell. + numberOfCellsX (int): Number of cells in the X direction. + numberOfCellsY (int): Number of cells in the Y direction. + numberOfRanges (int): Number of ranges. + srsDefinitionType (int): SRS definition type. + timeZoneRawOffset (int): Time zone raw offset. + isInterval (int): Interval flag. + isTimeStamped (int): Timestamp flag. + dataUnits (str): Data units. + dataSource (str): Data source. + srsName (str): SRS name. + srsDefinition (str): SRS definition. + timeZoneID (str): Time zone ID. + cellSize (float): Cell size. + xCoordOfGridCellZero (float): X coordinate of grid cell zero. + yCoordOfGridCellZero (float): Y coordinate of grid cell zero. + nullValue (float): Null value. + maxDataValue (float): Maximum data value. + minDataValue (float): Minimum data value. + meanDataValue (float): Mean data value. + rangeLimitTable (list): Range limit table. + numberEqualOrExceedingRangeLimit (list): Number equal or exceeding range limit. + data (numpy.ndarray): Data array. + """ + + def __init__(self): + """ + Initialize a GriddedData object with default values. + """ + self.id = None + self.type = 0 + self.data_type = 0 + self.lowerLeftCellX = 0 + self.lowerLeftCellY = 0 + self.numberOfCellsX = 0 + self.numberOfCellsY = 0 + self.numberOfRanges = 0 + self.srsDefinitionType = 0 + self.timeZoneRawOffset = 0 + self.isInterval = 0 + self.isTimeStamped = 0 + self.dataUnits = "" + self.dataSource = "" + self.srsName = "" + self.srsDefinition = "" + self.timeZoneID = "" + self.cellSize = 0.0 + self.xCoordOfGridCellZero = 0.0 + self.yCoordOfGridCellZero = 0.0 + self.nullValue = 0.0 + self.maxDataValue = 0.0 + self.minDataValue = 0.0 + self.meanDataValue = 0.0 + self.rangeLimitTable = [] + self.numberEqualOrExceedingRangeLimit = [] + self.data = np.zeros(0) + self.location_info = None + + def range_limit_table(self, minval, maxval, range_, bins, datasize, data): + """ + Calculate the range limit table and the number of values equal or exceeding each range limit. + + Args: + minval (float): Minimum value. + maxval (float): Maximum value. + range_ (float): Range of values. + bins (int): Number of bins. + datasize (int): Size of the data. + data (numpy.ndarray): Data array. + """ + max_bins = 15 + + if bins > max_bins: + bins = max_bins + + self.rangeLimitTable = np.empty(bins, dtype=float) + self.rangeLimitTable[0] = NULL_INT + self.rangeLimitTable[1] = minval + + step = range_ / bins + self.rangeLimitTable[2:] = minval + step * np.arange(2, bins) + + self.rangeLimitTable[bins - 1] = maxval + # Exceedance + mask = data[None, :] >= self.rangeLimitTable[:, None] + self.numberEqualOrExceedingRangeLimit = mask.sum(axis=1) + + def update_grid_info(self): + """ + Update grid information based on the data array. + """ + self.numberOfCellsX = len(self.data[0]) + self.numberOfCellsY = len(self.data) + n = np.size(self.data) + self.maxDataValue = np.nanmax(self.data) + self.minDataValue = np.nanmin(self.data) + bin_range = int(math.ceil(self.maxDataValue) - math.floor(self.minDataValue)) + self.meanDataValue = np.nanmean(self.data) + + self.data = np.nan_to_num(self.data, nan=NULL_INT) + self.numberOfRanges = math.floor(2 + 3.322 * math.log10(n)) + flat_data = self.data.flatten() + self.range_limit_table(self.minDataValue, self.maxDataValue, bin_range, self.numberOfRanges, n, flat_data) + + @staticmethod + def create(path=None, + type = 420, + dataType = 1, + lowerLeftCellX = 0, + lowerLeftCellY = 0, + numberOfCellsX = 0, + numberOfCellsY = 0, + numberOfRanges = 0, + srsDefinitionType = 0, + timeZoneRawOffset = 0, + isInterval = 0, + isTimeStamped = 0, + dataUnits = "MM", + dataSource = "", + srsName = "WKT", + srsDefinition = 'PROJCS["USA_Contiguous_Albers_Equal_Area_Conic_USGS_version",GEOGCS["GCS_North_American_1983",DATUM["D_North_American_1983",SPHEROID["GRS_1980",6378137.0,298.257222101]],PRIMEM["Greenwich",0.0],UNIT["Degree",0.0174532925199433]],PROJECTION["Albers"],PARAMETER["False_Easting",0.0],PARAMETER["False_Northing",0.0],PARAMETER["Central_Meridian",-96.0],PARAMETER["Standard_Parallel_1",29.5],PARAMETER["Standard_Parallel_2",45.5],PARAMETER["Latitude_Of_Origin",23.0],UNIT["Meter",1.0]]', + timeZoneID = "", + cellSize = 2000.0, + xCoordOfGridCellZero = 0.0, + yCoordOfGridCellZero = 0.0, + nullValue = 0.0, + maxDataValue = 0.0, + minDataValue = 0.0, + meanDataValue = 0.0, + rangeLimitTable = [], + numberEqualOrExceedingRangeLimit = [], + data=np.zeros(0), + location_info=None): + """ + Create a new GriddedData object with the specified parameters. + + Args: + path (str, optional): DSS pathname. Defaults to None. + type (int, optional): Grid type. Defaults to 420. + dataType (int, optional): Data type. Defaults to 1. + lowerLeftCellX (int, optional): X coordinate of the lower left cell. Defaults to 0. + lowerLeftCellY (int, optional): Y coordinate of the lower left cell. Defaults to 0. + numberOfCellsX (int, optional): Number of cells in the X direction. Defaults to 0. + numberOfCellsY (int, optional): Number of cells in the Y direction. Defaults to 0. + numberOfRanges (int, optional): Number of ranges. Defaults to 0. + srsDefinitionType (int, optional): SRS definition type. Defaults to 0. + timeZoneRawOffset (int, optional): Time zone raw offset. Defaults to 0. + isInterval (int, optional): Interval flag. Defaults to 0. + isTimeStamped (int, optional): Timestamp flag. Defaults to 0. + dataUnits (str, optional): Data units. Defaults to "MM". + dataSource (str, optional): Data source. Defaults to "". + srsName (str, optional): SRS name. Defaults to "WKT". + srsDefinition (str, optional): SRS definition. Defaults to a specific Albers projection. + timeZoneID (str, optional): Time zone ID. Defaults to "". + cellSize (float, optional): Cell size. Defaults to 2000.0. + xCoordOfGridCellZero (float, optional): X coordinate of grid cell zero. Defaults to 0.0. + yCoordOfGridCellZero (float, optional): Y coordinate of grid cell zero. Defaults to 0.0. + nullValue (float, optional): Null value. Defaults to 0.0. + maxDataValue (float, optional): Maximum data value. Defaults to 0.0. + minDataValue (float, optional): Minimum data value. Defaults to 0.0. + meanDataValue (float, optional): Mean data value. Defaults to 0.0. + rangeLimitTable (list, optional): Range limit table. Defaults to []. + numberEqualOrExceedingRangeLimit (list, optional): Number equal or exceeding range limit. Defaults to []. + data (numpy.ndarray, optional): Data array. Defaults to np.zeros(0). + location_info (LocationInfo, optional): Location info assotiated with record container. + + Returns: + GriddedData: A new GriddedData object. + """ + gd = GriddedData() + gd.id = path + gd.type = type + gd.data_type = dataType + gd.lowerLeftCellX = lowerLeftCellX + gd.lowerLeftCellY = lowerLeftCellY + gd.numberOfCellsX = numberOfCellsX + gd.numberOfCellsY = numberOfCellsY + gd.numberOfRanges = numberOfRanges + gd.srsDefinitionType = srsDefinitionType + gd.timeZoneRawOffset = timeZoneRawOffset + gd.isInterval = isInterval + gd.isTimeStamped = isTimeStamped + gd.dataUnits = dataUnits + gd.dataSource = dataSource + gd.srsName = srsName + gd.srsDefinition = srsDefinition + gd.timeZoneID = timeZoneID + gd.cellSize = cellSize + gd.xCoordOfGridCellZero = xCoordOfGridCellZero + gd.yCoordOfGridCellZero = yCoordOfGridCellZero + gd.nullValue = nullValue + gd.maxDataValue = maxDataValue + gd.minDataValue = minDataValue + gd.meanDataValue = meanDataValue + gd.rangeLimitTable = rangeLimitTable + gd.numberEqualOrExceedingRangeLimit = numberEqualOrExceedingRangeLimit + gd.data = np.array(data) + gd.location_info = location_info + + gd.update_grid_info() + + return gd \ No newline at end of file diff --git a/src/hecdss/hec_dss_native-readme.md b/src/hecdss/hec_dss_native-readme.md new file mode 100644 index 0000000..9690dbb --- /dev/null +++ b/src/hecdss/hec_dss_native-readme.md @@ -0,0 +1,39 @@ + +This library is CTypes, which is built into python to call native C functions in a DLL (hecdss.dll) + +For reading data, python allocates memory and passes allocated arrays into hecdss.dll. Hecdss.dll will load the 'results' into the allocated arrays. This way Python and C only share memory during function calls,and manage memory for themselfs otherwise. + +Python then converts the allocated arrays into python arrays. + + +| boundary| functionality | Why | +| ------------- |-------------| -----| +| hec_dss_native.py | native binding layer(defines C API calls) | +| hec_dss.py | python friendly entry point ; Python API manages calling hec_dss_native, copies data between C and Python memory | + +## Data type details, for calling C DLL from python. + + +| Purpose | Native C | call from hec_dss.py | ctypes arg Definition | change before calling C method… | Upper Layer | +|------------------|------------------|----------------------------|-----------------------|--------------------------------------------------------------------------------------------------------------------------------------------|-------------------------------------------------| +| open DSS handle | `dss_file** dss` | `hec_dss_native only` | `POINTER(c_void_p)` | `self.handle = c_void_p()`
`function_call(byref(self.handle)` | | +| use DSS handle | `dss_file *dss` | `hec_dss_native only` | `c_void_p()` | `function_call(self.handle)` | | +| ummutable string | `const char* s` | `str` | `c_char_p` | `s.encode("utf-8")` OR `define s=b"my string"` | | +| string by ref | `char* units` | `units =[""]` | `c_char_p` | `c_units = create_string_buffer(buff_size)`
`// call C method…`
`c_units.value.decode("utf-8")` | `units = [""]`
`function(units)`
`ts.units = units[0]` | +| array ref | `int* times` | `times = []` | `POINTER(c_int)` | `c_times = (c_int32 * arraySize)()` | | +| array ref | `double *valueArray` | `values=[]` | `POINTER(c_double)` | `c_values = (c_double * arraySize)()` | | +| pass by value | `int arraySize` | `int` | `c_int` | `c_arraySize = c_int(arraySize)` | | +| pass by ref | `int* numValues` | `numberValues=[0]` | `POINTER(c_int)` | `c_numberValues = c_int(0),`
`then pass byref(c_numberValues)` | | +| return value | `int i` | `n/a` | `c_int` | `automatic conversion` | | + + + + +The following prompt template has been useful in generating the wrapper layer. + +I need to call a C method inside a DLL, using python ctypes. Also please create a python wrapper function , with the same function name. Include the argtypes, inside the function, with each argtype on a separate lines with the names as comments. + + + Here is the C method: + + \ No newline at end of file diff --git a/src/hecdss/hecdss.py b/src/hecdss/hecdss.py new file mode 100644 index 0000000..de50b43 --- /dev/null +++ b/src/hecdss/hecdss.py @@ -0,0 +1,805 @@ +"""Docstring for public module.""" +from datetime import datetime, timedelta +from zoneinfo import ZoneInfo, ZoneInfoNotFoundError + +import numpy as np + +import hecdss.record_type +from hecdss.array_container import ArrayContainer +from hecdss.location_info import LocationInfo +from hecdss.text import Text +from hecdss.paired_data import PairedData +from hecdss.native import _Native +from hecdss.dateconverter import DateConverter +from hecdss.record_type import RecordType +from hecdss.regular_timeseries import RegularTimeSeries +from hecdss.irregular_timeseries import IrregularTimeSeries +from hecdss.catalog import Catalog +from hecdss.gridded_data import GriddedData +from hecdss.dsspath import DssPath + +DSS_UNDEFINED_VALUE = -340282346638528859811704183484516925440.000000 + + +class HecDss: + """ Main class for working with DSS files + """ + def __init__(self, filename:str): + """constructor for HecDSS + + Args: + filename (str): DSS filename to be opened; it will be created if it doesn't exist. + """ + + self._native = _Native() + self._native.hec_dss_open(filename) + self._catalog = None + self._filename = filename + self._closed = False + + def __enter__(self): + """ + Enter the runtime context related to this object. + + Returns: + HecDss: The HecDss object itself. + """ + return self + + def __exit__(self, exc_type, exc_val, exc_tb): + """ + Exit the runtime context related to this object and close the DSS file. + + Args: + exc_type (type): The exception type. + exc_val (Exception): The exception instance. + exc_tb (traceback): The traceback object. + """ + self.close() + @staticmethod + def set_global_debug_level(level: int) -> None: + """ + Sets the library debug level + Args: + level (int): HEC-DSS message level (0-15) + 0: No messages (not recommended) + 1: Critical errors only + 2: Terse output (errors + file operations) + 3: General log messages (default) + 4: User diagnostic messages + 5: Internal debug level 1 (not recommended for users) + 6: Internal debug level 2 (full debug) + 7-15: Extended debug levels + """ + # Set the native DLL level (controls what gets written) + _Native().hec_dss_set_debug_level(level) + def close(self): + """closes the DSS file and releases any locks + """ + if not self._closed: + self._native.hec_dss_close() + self._closed = True + + def get_record_type(self, pathname: str) -> RecordType: + """ + Get the record type for a given DSS pathname. + + Args: + pathname (str): The DSS pathname for which to get the record type. + + Returns: + RecordType: The record type of the given DSS pathname. + """ + if not self._catalog: + self._catalog = self.get_catalog() + rt = self._catalog.get_record_type(pathname) + + # print(f"hec_dss_recordType for '{pathname}' is {rt}") + # TODO do native call. + # rt = self._native.hec_dss_recordType(pathname) + # print(f"hec_dss_recordType for '{pathname}' is {rt}") + return rt + + def get(self, pathname: str, startdatetime=None, enddatetime=None, trim=False): + pathname = str(pathname) + type = self.get_record_type(pathname) + """gets various types of data from the current DSS file + + Args: + pathname (str): dss pathname + startdatetime (datetime): start date for query + enddatetime (datetime): end date for the query + + Returns: + varies: RegularTimeSeries, PairedData, Grid, or Array. + """ + if type == RecordType.RegularTimeSeries or type == RecordType.IrregularTimeSeries: + new_pathname = pathname + if(DssPath(pathname).D.lower() != "ts-pattern"): + new_pathname = DssPath(pathname).path_without_date().__str__() + elif type == RecordType.IrregularTimeSeries: + raise ValueError("ts-pattern is not fully supported for irregular time series") + ts = self._get_timeseries(new_pathname, startdatetime, enddatetime, trim) + return ts + elif type == RecordType.PairedData: + return self._get_paired_data(pathname) + # read paired data + elif type == RecordType.Grid: + return self._get_gridded_data(pathname) + elif type == RecordType.Array: + return self._get_array(pathname) + elif type == RecordType.LocationInfo: + return self._get_location_info(pathname) + elif type == RecordType.Text: + return self._get_text(pathname) + return None + + def _get_text(self, pathname: str): + textLength = 1024 + + + BUFFER_TOO_SMALL = -17 + textArray = [] + status = self._native.hec_dss_textRetrieve(pathname, textArray, textLength) + while status == BUFFER_TOO_SMALL: + textLength *= 2 + if textLength > 2*1048576: # 2 MB + print(f"Text record too large to read from '{pathname}'") + return None + textArray = [] # otherwise we get an entry for each attempt + status = self._native.hec_dss_textRetrieve(pathname, textArray, textLength) + + if status != 0: + print(f"Error reading text from '{pathname}'") + return None + text = Text() + text.id = pathname + text.text = textArray[0] + return text + + def _get_array(self, pathname: str): + intValuesCount = [0] + floatValuesCount = [0] + doubleValuesCount = [0] + + self._native.hec_dss_arrayRetrieveInfo(pathname, intValuesCount, floatValuesCount, doubleValuesCount) + + intValues = [] + floatValues = [] + doubleValues = [] + + if intValuesCount[0] > 0: + intValues = [0] * intValuesCount[0] + if floatValuesCount[0] > 0: + floatValues = [0] * floatValuesCount[0] + if doubleValuesCount[0] > 0: + doubleValues = [0] * doubleValuesCount[0] + + status = self._native.hec_dss_arrayRetrieve(pathname, intValues, floatValues, doubleValues) + location_info = self._get_location_info(pathname) + rval = ArrayContainer.create_array_container(intValues, floatValues, doubleValues, path=pathname, location_info=location_info) + return rval + + def _get_gridded_data(self, pathname): + gridType = [0] + dataType = [0] + lowerLeftCellX = [0] + lowerLeftCellY = [0] + numberOfCellsX = [0] + numberOfCellsY = [0] + numberOfRanges = [0] + srsDefinitionType = [0] + timeZoneRawOffset = [0] + isInterval = [0] + isTimeStamped = [0] + dataUnits = [""] + dataSource = [""] + srsName = [""] + srsDefinition = [""] + timeZoneID = [""] + cellSize = [0.0] + xCoordOfGridCellZero = [0.0] + yCoordOfGridCellZero = [0.0] + nullValue = [0.0] + maxDataValue = [0.0] + minDataValue = [0.0] + meanDataValue = [0.0] + rangeLimitTable = [] + numberEqualOrExceedingRangeLimit = [] + data = [] + + status = self._native.hec_dss_gridRetrieve( + pathname=pathname, + gridType=gridType, + dataType=dataType, + lowerLeftCellX=lowerLeftCellX, + lowerLeftCellY=lowerLeftCellY, + numberOfCellsX=numberOfCellsX, + numberOfCellsY=numberOfCellsY, + numberOfRanges=numberOfRanges, + srsDefinitionType=srsDefinitionType, + timeZoneRawOffset=timeZoneRawOffset, + isInterval=isInterval, + isTimeStamped=isTimeStamped, + dataUnits=dataUnits, + dataSource=dataSource, + srsName=srsName, + srsDefinition=srsDefinition, + timeZoneID=timeZoneID, + cellSize=cellSize, + xCoordOfGridCellZero=xCoordOfGridCellZero, + yCoordOfGridCellZero=yCoordOfGridCellZero, + nullValue=nullValue, + maxDataValue=maxDataValue, + minDataValue=minDataValue, + meanDataValue=meanDataValue, + rangeLimitTable=rangeLimitTable, + numberEqualOrExceedingRangeLimit=numberEqualOrExceedingRangeLimit, + data=data, + # dataLength=0, + # dataUnitsLength=40, + # dataSourceLength=40, + # srsNameLength=40, + # srsDefinitionLength=40, + # timeZoneIDLength=40, + # rangeTablesLength=40, + ) + + if status != 0: + print(f"Error reading gridded-data from '{pathname}'") + return None + + gd = GriddedData() + gd.type = gridType[0] + gd.data_type = dataType[0] + gd.lowerLeftCellX = lowerLeftCellX[0] + gd.lowerLeftCellY = lowerLeftCellY[0] + gd.numberOfCellsX = numberOfCellsX[0] + gd.numberOfCellsY = numberOfCellsY[0] + gd.numberOfRanges = numberOfRanges[0] + gd.srsDefinitionType = srsDefinitionType[0] + gd.timeZoneRawOffset = timeZoneRawOffset[0] + gd.isInterval = isInterval[0] + gd.isTimeStamped = isTimeStamped[0] + gd.dataUnits = dataUnits[0] + gd.dataSource = dataSource[0] + gd.srsName = srsName[0] + gd.srsDefinition = srsDefinition[0] + gd.timeZoneID = timeZoneID[0] + gd.cellSize = cellSize[0] + gd.xCoordOfGridCellZero = xCoordOfGridCellZero[0] + gd.yCoordOfGridCellZero = yCoordOfGridCellZero[0] + gd.nullValue = nullValue[0] + gd.maxDataValue = maxDataValue[0] + gd.minDataValue = minDataValue[0] + gd.meanDataValue = meanDataValue[0] + gd.rangeLimitTable = rangeLimitTable + gd.numberEqualOrExceedingRangeLimit = numberEqualOrExceedingRangeLimit + # gd.data = [[data[(i*numberOfCellsX[0])+j] for j in range(numberOfCellsX[0])] for i in range(numberOfCellsY[0])] + gd.data = np.array(data).reshape((numberOfCellsY[0], numberOfCellsX[0])) + gd.id = pathname + gd.location_info = self._get_location_info(pathname) + + return gd + + def _get_paired_data(self, pathname): + numberOrdinates = [0] + numberCurves = [0] + unitsIndependent = [""] + unitsDependent = [""] + typeIndependent = [""] + typeDependent = [""] + labelsLength = [0] + self._native.hec_dss_pdRetrieveInfo( + pathname, + numberOrdinates, + numberCurves, + unitsIndependent, + unitsDependent, + typeIndependent, + typeDependent, + labelsLength + ) + # print("Number of Ordinates:", numberOrdinates[0]) + # print("Number of Curves:", numberCurves[0]) + # print("length of labels:", labelsLength[0]) + + doubleOrdinates = [] + doubleValues = [] + labels = [] + # suffix of '2' so w don't info from calling hec_dss_pdRetrieveInfo + numberOrdinates2 = [0] + numberCurves2 = [0] + unitsIndependent2 = [""] + unitsDependent2 = [""] + typeIndependent2 = [""] + typeDependent2 = [""] + timeZoneName = [""] + timeZoneNameLength = [""] + status = self._native.hec_dss_pdRetrieve(pathname, + doubleOrdinates, numberOrdinates[0], + doubleValues, numberCurves[0] * numberOrdinates[0], + numberOrdinates2, numberCurves2, + unitsIndependent2, len(unitsIndependent[0]) + 1, + typeIndependent2, len(typeIndependent[0]) + 1, + unitsDependent2, len(unitsDependent[0]) + 1, + typeDependent2, len(typeDependent[0]) + 1, + labels, labelsLength[0], + timeZoneName, len(timeZoneNameLength[0]) + 1) + + if status != 0: + print(f"Error reading paired-data from '{pathname}'") + return None + + pd = PairedData() + pd.ordinates = np.array(doubleOrdinates) + + n = numberCurves2[0].value + ordinateCount = len(doubleOrdinates) + if n > 1: + # ---------------------------------------------------------------------------------------- # + # rearrange from consecutive values for each curve to consecutive curves for each ordinate # + # ---------------------------------------------------------------------------------------- # + groups = [doubleValues[i*ordinateCount:(i+1)*ordinateCount] for i in range(n)] + doubleValues = list(map(list, zip(*groups))) + pd.values = np.array(doubleValues).reshape((len(doubleOrdinates), n)) + # pd.values = [doubleValues[i:i+n] for i in range(0, len(doubleValues), n)] + pd.labels = labels + pd.type_independent = typeIndependent2[0] + pd.type_dependent = typeDependent2[0] + pd.units_independent = unitsIndependent2[0] + pd.units_dependent = unitsDependent2[0] + pd.time_zone_name = timeZoneName[0] + pd.id = pathname + pd.location_info = self._get_location_info(pathname) + + return pd + + def _get_julian_time_range(self, pathname, boolFullSet): + firstValidJulian = [0] + firstSeconds = [0] + lastValidJulian = [0] + lastSeconds = [0] + status = self._native.hec_dss_tsGetDateTimeRange( + pathname, + boolFullSet, + firstValidJulian, + firstSeconds, + lastValidJulian, + lastSeconds + ) + + return (firstValidJulian, firstSeconds, lastValidJulian, lastSeconds) + + def _get_date_time_range(self, pathname, boolFullSet): + + firstValidJulian, firstSeconds, lastValidJulian, lastSeconds = self._get_julian_time_range(pathname, boolFullSet) + + first = DateConverter.date_times_from_julian_array(firstSeconds, 1, firstValidJulian[0])[0] + last = DateConverter.date_times_from_julian_array(lastSeconds, 1, lastValidJulian[0])[0] + + return (first, last) + + + def _get_timeseries(self, pathname, startDateTime, endDateTime, trim): + # get sizes + firstValidJulian, firstSeconds, lastValidJulian, lastSeconds = self._get_julian_time_range(pathname, 1) + if startDateTime is None: + _startDateTime = DateConverter.date_time_from_julian_second(firstValidJulian[0], firstSeconds[0]) + firstSeconds, firstJulian = firstSeconds, firstValidJulian + else: + _startDateTime = startDateTime + minutes = DateConverter.julian_array_from_date_times([startDateTime])[0] + firstSeconds, firstJulian = [minutes % 1440 * 60], [minutes // 1440] + if endDateTime is None: + _endDateTime = DateConverter.date_time_from_julian_second(lastValidJulian[0], lastSeconds[0]) + lastSeconds, lastJulian = lastSeconds, lastValidJulian + else: + _endDateTime = endDateTime + minutes = DateConverter.julian_array_from_date_times([endDateTime])[0] + lastSeconds, lastJulian = [minutes % 1440 * 60], [minutes // 1440] + + startDate = _startDateTime.strftime("%d%b%Y") + startTime = _startDateTime.strftime("%H:%M:%S") + endDate = _endDateTime.strftime("%d%b%Y") + endTime = _endDateTime.strftime("%H:%M:%S") + + numberValues = [0] # using array to allow modification + qualityElementSize = [0] + status = self._native.hec_dss_tsGetSizes( + pathname, + startDate, + startTime, + endDate, + endTime, + numberValues, + qualityElementSize, + ) + # print("Number of values:", numberValues[0]) + # print("Quality element size:", qualityElementSize[0]) + + number_periods = numberValues[0] + if RecordType.RegularTimeSeries == self.get_record_type(pathname): + dsspath = DssPath(pathname) + interval_seconds = DateConverter.intervalString_to_sec(dsspath.E) + + number_periods = self._native.hec_dss_numberPeriods( + interval_seconds, + firstJulian[0], + firstSeconds[0], + lastJulian[0], + lastSeconds[0], + ) + + # tsRetrive + + times = [0] + values = [] + numberValuesRead = [0] + quality = [] + julianBaseDate = [0] + timeGranularitySeconds = [0] + units = [""] + bufferLength = 40 + dataType = [""] + timeZoneName = [""] + + status = self._native.hec_dss_tsRetrieve( + pathname, + startDate, + startTime, + endDate, + endTime, + times, + values, + number_periods+1, + numberValuesRead, + quality, + qualityElementSize[0], + julianBaseDate, + timeGranularitySeconds, + units, + bufferLength, + dataType, + bufferLength, + timeZoneName, + bufferLength + ) + + # print("units = "+units[0]) + # print("datatype = "+dataType[0]) + # print("times: ") + # print(times) + # print(values) + # print("julianBaseDate = " + str(julianBaseDate[0])) + # print("timeGranularitySeconds = " + str(timeGranularitySeconds[0])) + if RecordType.IrregularTimeSeries == self.get_record_type(pathname): + ts = IrregularTimeSeries() + else: + ts = RegularTimeSeries() + if trim or not startDateTime or not endDateTime: + trimmed_indices = [i for i, v in enumerate(values) if values[i] != DSS_UNDEFINED_VALUE] + if not trimmed_indices: + times = [] + values = [] + quality = [] + else: + start = 0 if startDateTime and not trim else trimmed_indices[0] + end = len(times) if endDateTime and not trim else trimmed_indices[-1]+1 + times = times[start:end] + values = values[start:end] + if quality != []: + quality = quality[start:end] + new_times = DateConverter.date_times_from_julian_array( + times, timeGranularitySeconds[0], julianBaseDate[0] + ) + arr = np.array(values) + if RecordType.IrregularTimeSeries == type(ts): + indices = np.where(np.isclose(values, DSS_UNDEFINED_VALUE, rtol=0, atol=0, equal_nan=True))[0] + arr = np.delete(arr, indices) + new_times = [new_times[i] for i in range(len(new_times)) if not np.isin(i, indices)] + quality = [quality[i] for i in range(len(quality)) if not np.isin(i, indices)] + + values = arr + units = units[0] + data_type = dataType[0] + start_date = [] if len(new_times) == 0 else new_times[0] + time_granularity_seconds = timeGranularitySeconds[0] + julian_base_date = julianBaseDate[0] + timeZoneName = timeZoneName[0] + if(timeZoneName): + try: + new_times = [i.replace(tzinfo=ZoneInfo(timeZoneName)) for i in new_times] + except ZoneInfoNotFoundError as e: + print(f"Warning: {e}. Using no zone instead.") + timeZoneName = False + elif (DssPath(pathname).D.lower() == "ts-pattern"): + new_times = [] + start_date = _startDateTime - timedelta(seconds=interval_seconds) + + location_info = self._get_location_info(pathname) + ts = ts.create(values=values, times=new_times, quality=quality, units=units, data_type=data_type, start_date=start_date, time_granularity_seconds=time_granularity_seconds, julian_base_date=julian_base_date, time_zone_name=timeZoneName, path=pathname, location_info=location_info) + + if (DssPath(pathname).D.lower() == "ts-pattern"): + new_interval = ts._get_interval_path() + ts._interval_to_times(new_interval) + + return ts + + def _get_location_info(self, pathname: str): + x = [0.0] + y = [0.0] + z = [0.0] + coordinateSystem = [0] + coordinateID = [0] + horizontalUnits = [0] + horizontalDatum = [0] + verticalUnits = [0] + verticalDatum = [0] + timeZoneName = [""] + supplemental = [""] + + timeZoneNameLength = 40 + supplementalLength = 256 + + status = self._native.hec_dss_locationRetrieve( + pathname, + x, + y, + z, + coordinateSystem, + coordinateID, + horizontalUnits, + horizontalDatum, + verticalUnits, + verticalDatum, + timeZoneName, + timeZoneNameLength, + supplemental, + supplementalLength + ) + + if status != 0: + # print("Function call failed with result:", status) + return None + + location_info = LocationInfo.create( + x_values=[x[0]], + y_values=[y[0]], + z_values=[z[0]], + coordinate_system=coordinateSystem[0], + coordinate_id=coordinateID[0], + horizontal_units=horizontalUnits[0], + horizontal_datum=horizontalDatum[0], + vertical_units=verticalUnits[0], + vertical_datum=verticalDatum[0], + time_zone_name=timeZoneName[0], + supplemental=supplemental[0], + path=pathname + ) + + return location_info + + def put(self, container) -> int: + """puts data into the DSS file + + Args: + container (varies): RegularTimeSeries, IrregularTimeSeries, PairedData, GriddedData, ArrayContainer + + Raises: + NotImplementedError: if saving the type of container is not supported. + + Returns: + int: status of zero when successful. Non zero for errors. + """ + # TODO. is timezone needed? + status = 0 + if type(container) is RegularTimeSeries: + ts = container + # def hec_dss_tsStoreRegular(dss, pathname, startDate, startTime, valueArray, qualityArray, + # saveAsFloat, units, type): + if not len(ts.times): + raise Exception("Time Series has an empty times array") + + startDate, startTime = DateConverter.dss_datetime_strings_from_datetime(ts.times[0]) + quality = container.quality + + status = self._native.hec_dss_tsStoreRegular( + ts.id, + startDate, + startTime, + ts.values, + quality, + False, + ts.units, + ts.data_type, + ts.time_zone_name, + 0 + ) + self._catalog = None + elif type(container) is IrregularTimeSeries: + its = container + if (DssPath(its.id).D.lower() == "ts-pattern"): + raise ValueError("ts-pattern is not fully supported for irregular time series") + # def hec_dss_tsStoreRegular(dss, pathname, startDate, startTime, valueArray, qualityArray, + # saveAsFloat, units, type): + start_date_base = (datetime(1900, 1, 1)+timedelta(days=its.julian_base_date)) + startDate, startTime = DateConverter.dss_datetime_strings_from_datetime(start_date_base) + quality = container.quality + julian_times = DateConverter.julian_array_from_date_times(its.times, its.time_granularity_seconds, start_date_base) + if max(julian_times) >= 2147483647: + raise Exception("Julian times contains value larger than 2147483647, increase granularity or change " + "start_date_base to fix.") + status = self._native.hec_dss_tsStoreIrregular( + its.id, + startDate, + julian_times, + its.time_granularity_seconds, + its.values, + quality, + False, + its.units, + its.data_type, + its.time_zone_name, + 1 + ) + self._catalog = None + elif type(container) is PairedData: + pd = container + # print(pd) + status = self._native.hec_dss_pdStore(pd) + self._catalog = None + elif type(container) is GriddedData: + gd = container + status = self._native.hec_dss_gridStore(gd) + self._catalog = None + elif type(container) is ArrayContainer: + status = self._native.hec_dss_arrayStore(container.id, container.int_values, container.float_values, container.double_values) + self._catalog = None + elif type(container) is LocationInfo: + status = self._native.hec_dss_locationStore(container,1) + self._catalog = None + elif type(container) is Text: + text = container + status = self._native.hec_dss_textStore(text.id, text.text, len(text.text)) + self._catalog = None + else: + raise NotImplementedError(f"unsupported record_type: {type(container)}. Expected types are: {RecordType.SUPPORTED_RECORD_TYPES.value}") + + if hasattr(container, "location_info") and container.location_info is not None: + status = self._native.hec_dss_locationStore(container.location_info,1) + + # TODO -- instead of invalidating catalog,with _catalog=None + # can we be smart? + # TODO -- if we get smart, catalog has recordTypeDict and timeSeriesDictNoDates + # how about Catalog has method catalog.notify_put(pathname,RecordType) + # and catalog.notify_delete(pathname, RecordType) + # if not self._catalog is None: + # self._catalog.recordTypeDict[pd.id] = RecordType.PairedData + + return status + + def delete(self, pathname: str, allrecords: bool = False, startdatetime=None, enddatetime=None) -> int: + """deletes a record from the DSS file + Args: + pathname (str): dss pathname, if only the pathname is provided, delete only the record with this pathname + allRecords (bool): if True, delete all records with this pathname that have different dates + startdatetime (datetime): start date for query, if only start date is provided, delete all records at or after this date + enddatetime (datetime): end date for the query, if only end date is provided, delete all records at or before this date + Returns: + int: status of zero when successful. Non zero for errors. + """ + rt = self.get_record_type(pathname) + delete_path = DssPath(pathname) + if (rt == RecordType.RegularTimeSeries or rt == RecordType.IrregularTimeSeries) and allrecords: + for i in self.get_catalog().uncondensed_paths: + uncondensed_path = DssPath(i) + if uncondensed_path.path_without_date().__eq__(delete_path.path_without_date()): + status = self._native.hec_dss_delete(i) + if status == 0: + self._catalog = None + elif rt == RecordType.RegularTimeSeries and (startdatetime or enddatetime): + newStartDateTime, newEndDateTime = self._get_date_time_range(pathname, 1) + if startdatetime: + newStartDateTime = startdatetime + if enddatetime: + newEndDateTime = enddatetime + + interval_seconds=DateConverter.intervalString_to_sec(delete_path.E) + + firstMinutes = DateConverter.julian_array_from_date_times([newStartDateTime])[0] + firstSeconds, firstJulian = [firstMinutes % 1440 * 60], [firstMinutes // 1440] + + lastMinutes = DateConverter.julian_array_from_date_times([newEndDateTime])[0] + lastSeconds, lastJulian = [lastMinutes % 1440 * 60], [lastMinutes // 1440] + + number_periods = self._native.hec_dss_numberPeriods( + interval_seconds, + firstJulian[0], + firstSeconds[0], + lastJulian[0], + lastSeconds[0], + ) + + RTS = RegularTimeSeries() + RTS.values = [DSS_UNDEFINED_VALUE]*number_periods + RTS.times = [newStartDateTime, newEndDateTime] + RTS.start_date = startdatetime + RTS.id = pathname + + startDate, startTime = DateConverter.dss_datetime_strings_from_datetime(RTS.times[0]) + + status = self._native.hec_dss_tsStoreRegular( + RTS.id, + startDate, + startTime, + RTS.values, + RTS.quality, + False, + RTS.units, + RTS.data_type, + RTS.time_zone_name, + 3 + ) + self._catalog = None + elif rt == RecordType.IrregularTimeSeries and (startdatetime or enddatetime): + newStartDateTime, newEndDateTime = self._get_date_time_range(pathname, 1) + if startdatetime: + newStartDateTime = startdatetime + if enddatetime: + newEndDateTime = enddatetime + + IRTS = IrregularTimeSeries() + IRTS.values = [DSS_UNDEFINED_VALUE, DSS_UNDEFINED_VALUE] + IRTS.times = [newStartDateTime, newEndDateTime] + IRTS.start_date = startdatetime + IRTS.id = pathname + + dss.put(IRTS) + else: + status = self._native.hec_dss_delete(pathname) + if status == 0: + self._catalog = None + else: + print(f"Error deleting record from '{pathname}', Record does not exist or timeseries path must be uncondensed") + return status + + def get_catalog(self) -> Catalog: + """gets the DSS Catalog of all items in the DSS file + + Returns: + Catalog: :class:`Catalog` + """ + paths, recordTypes = self._native.hec_dss_catalog() + return Catalog(paths, recordTypes) + + def record_count(self) -> int: + """get the number of records stored in the dss file + + Returns: + int: number of items (includes aliases) + """ + return self._native.hec_dss_record_count() + + def set_debug_level(self, level) -> int: + """sets the DSS debug level. + + Args: + level (int): a value between 0 and 15. Larger for more output. + For level descriptions, see zdssMessages.h of the heclib source code, + or documentation from the HEC-DSS Programmers Guide for C on the `mlvl` parameter of the `zset` utility function. + + Returns: + int: _description_ + """ + return self._native.hec_dss_set_debug_level(level) + + +if __name__ == "__main__": + # import pdb;pdb.set_trace() + dss = HecDss("sample7.dss") + catalog = dss.get_catalog() + for p in catalog: + print(p) + # print(catalog[0:5]) + # dss.set_debug_level(15) diff --git a/src/hecdss/irregular_timeseries.py b/src/hecdss/irregular_timeseries.py new file mode 100644 index 0000000..8832b1c --- /dev/null +++ b/src/hecdss/irregular_timeseries.py @@ -0,0 +1,114 @@ +from datetime import datetime + +import numpy as np + + +class IrregularTimeSeries: + """ container for time-series data that is not at a consistent interval. + data is stored internally as a numpy array + """ + def __init__(self): + """ + Initialize an IrregularTimeSeries object with default values. + """ + + self.times = [] + self.values = np.empty(0) + self.quality = [] + self.units = "" + self.data_type = "" + self.interval = 0 + self.start_date = "" + self.time_granularity_seconds = 1 + self.julian_base_date = 0 + self.time_zone_name = "" + self.id = "" + self.location_info = None + + def add_data_point(self, date, value): + """ + append a date,value to this time-series + """ + + self.times.append(date) + self.values.append(value) + + def get_value_at(self, date): + """ + Retrieve the value at a specific date in the time-series. + + Parameters: + date (datetime): The date for which to retrieve the value. + + Returns: + float or None: The value at the specified date if it exists, otherwise None. + """ + if date in self.times: + index = self.times.index(date) + return self.values[index] + else: + return None + + def get_values(self): + """ + Retrieve all values in the time-series. + + Returns: + numpy.ndarray: An array of all values in the time-series. + """ + return self.values + + def get_dates(self): + """ + Retrieve all dates in the time-series. + + Returns: + list of datetime: A list of all dates in the time-series. + """ + return self.times + + def get_length(self): + """ + Retrieve the number of data points in the time-series. + + Returns: + int: The number of data points in the time-series. + """ + return len(self.times) + + def print_to_console(self): + """ + Print the time-series data to the console in a readable format. + """ + print("dsspath='" + self.id + "'") + print("units='"+self.units+"'") + print("dataType='" + self.data_type + "'") + for time, value in zip(self.times, self.values): + print(f"Time: {time}, Value: {value}") + @staticmethod + def create(values, times, quality=[], units="", data_type="", interval=0, start_date="", time_granularity_seconds=1, julian_base_date=None, time_zone_name="", path=None, location_info=None): + """ + Retrieve the value at a specific date in the time-series. + + Parameters: + date (datetime): The date for which to retrieve the value. + + Returns: + float or None: The value at the specified date if it exists, otherwise None. + """ + irts = IrregularTimeSeries() + irts.times = times + irts.values = np.array(values) + irts.quality = quality + irts.units = units + irts.data_type = data_type + irts.interval = interval + irts.start_date = start_date + irts.time_granularity_seconds = time_granularity_seconds + irts.julian_base_date = 0 + if julian_base_date is None and len(times): + irts.julian_base_date = (times[0]-datetime(1900, 1, 1)).days + irts.time_zone_name = time_zone_name + irts.id = path + irts.location_info = location_info + return irts diff --git a/src/hecdss/lib/.gitkeep b/src/hecdss/lib/.gitkeep new file mode 100644 index 0000000..e69de29 diff --git a/src/hecdss/location_info.py b/src/hecdss/location_info.py new file mode 100644 index 0000000..0e32c81 --- /dev/null +++ b/src/hecdss/location_info.py @@ -0,0 +1,34 @@ +import numpy as np + +class LocationInfo: + def __init__(self): + self.x = np.empty(0) + self.y = np.empty(0) + self.z = np.empty(0) + self.coordinate_system = None + self.coordinate_id = None + self.horizontal_units = None + self.horizontal_datum = None + self.vertical_units = None + self.vertical_datum = None + self.time_zone_name = "" + self.supplemental = "" + self.id = None + + @staticmethod + def create(x_values, y_values, z_values, coordinate_system, coordinate_id, horizontal_units, horizontal_datum, vertical_units, vertical_datum, time_zone_name, supplemental, path=None): + location_info = LocationInfo() + location_info.x = np.array(x_values) + location_info.y = np.array(y_values) + location_info.z = np.array(z_values) + location_info.coordinate_system = coordinate_system + location_info.coordinate_id = coordinate_id + location_info.horizontal_units = horizontal_units + location_info.horizontal_datum = horizontal_datum + location_info.vertical_units = vertical_units + location_info.vertical_datum = vertical_datum + location_info.time_zone_name = time_zone_name + location_info.supplemental = supplemental + location_info.id = path + return location_info + diff --git a/src/hecdss/native.py b/src/hecdss/native.py new file mode 100644 index 0000000..bbc8149 --- /dev/null +++ b/src/hecdss/native.py @@ -0,0 +1,1223 @@ +import ctypes +from ctypes import c_float, c_double, c_char_p, c_int, c_void_p, POINTER +from ctypes import c_int32 +from ctypes import byref, create_string_buffer +from ctypes.util import find_library +import numpy as np +from importlib import resources +import io +import os +import sys +from typing import List + +# from hecdss.location_info import LocationInfo + + +class _Native: + """Wrapper for Native method calls to hecdss.dll or libhecdss.so + _Native should not be used directly; Use HecDss + """ + + def load_hecdss_library(self, libname): + """ + searches and loads [lib]hecdss.[dll|so] + """ + paths_to_try = [ + libname, + os.path.join(os.path.dirname(__file__), 'lib', libname), + find_library("hecdss") + ] + found_libs = [path for path in paths_to_try if path is not None and os.path.exists(path)] + if len(found_libs) == 0: + raise FileNotFoundError(f"{libname} not found Paths searched: {paths_to_try}") + return ctypes.CDLL(found_libs[0]) + + + def __init__(self): + """Loads the hecdss shared library from disk""" + + self.handle = None + if sys.platform == "win32": + self.dll = self.load_hecdss_library("hecdss.dll") + else: + self.dll = self.load_hecdss_library("libhecdss.so") + + def hec_dss_open(self, dss_filename: str) -> int: + """opens a DSS file and gets a handle + + Args: + dss_filename (str): filename to open + + Returns: + int: status of zero when successful, non-zero on error. + """ + f = self.dll.hec_dss_open + f.argtypes = [ + c_char_p, + POINTER(c_void_p), + ] + f.restype = c_int + self.handle = c_void_p() + rval = f(dss_filename.encode("utf-8"), ctypes.byref(self.handle)) + if rval != 0: + raise Exception("Error opening DSS file.") + return rval + + def hec_dss_close(self): + """close the DSS file + + Returns: + int: status of zero when successful, non-zero on error. + """ + f = self.dll.hec_dss_close + f.argtypes = [c_void_p()] + f.restype = c_int + return f(self.handle) + + def hec_dss_record_count(self): + f = self.dll.hec_dss_record_count + f.argtypes = [c_void_p()] + f.restype = c_int + return f(self.handle) + + # set a integer setting by name + def __hec_dss_set_value(self, name: str, value: int): + f = self.dll.hec_dss_set_value + f.argtypes = [c_char_p, c_int] + f.restype = c_int + f(name.encode("utf-8"), value) + + # set debug level (0-15) + # 0 - no output + # 15 - max output + # for additional levels: see zdssMessages.h of the heclib source code, + # or documentation from the HEC-DSS Programmers Guide for C on `mlvl` parameter of the `zset` utility function. + def hec_dss_set_debug_level(self, value: int): + self.__hec_dss_set_value("mlvl", value) + + def hec_dss_export_to_file( + self, path: str, outputFile: str, startDate: str, startTime: str, endDate: str, endTime: str + ): + f = self.dll.hec_dss_export_to_file + f.argtypes = [ + c_void_p(), # dss + c_char_p, # path + c_char_p, # outputFile + c_char_p, # startDate + c_char_p, # startTime + c_char_p, # endDate + c_char_p, # endTime + ] + f.restype = c_int + + result = f( + self.handle, path, outputFile, startDate, startTime, endDate, endTime + ) + + def hec_dss_CONSTANT_MAX_PATH_SIZE(self): + f = self.dll.hec_dss_CONSTANT_MAX_PATH_SIZE + f.restype = c_int + return f() + + def hec_dss_catalog(self, filter=""): + """ + retrieves a list of objects in a DSS database + + returns a list of paths, and recordTypes + + """ + count = self.hec_dss_record_count() + pathBufferSize = self.hec_dss_CONSTANT_MAX_PATH_SIZE() + self.dll.hec_dss_catalog.argtypes = [ + c_void_p, # dss (assuming it's a pointer) + c_char_p, # pathBuffer + POINTER(c_int), # recordTypes + c_char_p, # pathFilter + c_int, # count + c_int, # pathBufferItemSize + ] + self.dll.hec_dss_catalog.restype = c_int + + c_rawCatalog = create_string_buffer(count * pathBufferSize) + pathFilter = filter.encode("ascii") + recordTypes = (c_int32 * count)() + + pathNameList = [] + + numRecords = self.dll.hec_dss_catalog( + self.handle, c_rawCatalog, recordTypes, pathFilter, count, pathBufferSize + ) + recordTypeArray = [] + recordTypeArray.extend(list(recordTypes[:count])) + for i in range(numRecords): + start = i * pathBufferSize + end = start + pathBufferSize + s = c_rawCatalog[start:end].decode("ascii").replace("\x00", "") + # print(f"str='{s}'") + pathNameList.append(s) + + return pathNameList, recordTypeArray + + def hec_dss_gridRetrieve(self, pathname: str, + gridType: List[int], dataType: List[int], + lowerLeftCellX: List[int], lowerLeftCellY: List[int], + numberOfCellsX: List[int], numberOfCellsY: List[int], + numberOfRanges: List[int], srsDefinitionType: List[int], + timeZoneRawOffset: List[int], isInterval: List[int], + isTimeStamped: List[int], + dataUnits: List[str], + dataSource: List[str], + srsName: List[str], + srsDefinition: List[str], + timeZoneID: List[str], + cellSize: List[float], xCoordOfGridCellZero: List[float], + yCoordOfGridCellZero: List[float], nullValue: List[float], + maxDataValue: List[float], minDataValue: List[float], + meanDataValue: List[float], + rangeLimitTable: List[float], + numberEqualOrExceedingRangeLimit: List[int], + data: List[float], dataLength: int = 0, + dataUnitsLength: int = 40, dataSourceLength: int = 40, + srsNameLength: int = 40, srsDefinitionLength: int = 600, + timeZoneIDLength: int = 40, rangeTablesLength: int = 0, ): + + self.dll.hec_dss_gridRetrieve.argtypes = [c_void_p, c_char_p, c_int, + POINTER(c_int), POINTER(c_int), + POINTER(c_int), POINTER(c_int), + POINTER(c_int), POINTER(c_int), + POINTER(c_int), POINTER(c_int), + POINTER(c_int), POINTER(c_int), + POINTER(c_int), + c_char_p, c_int, + c_char_p, c_int, + c_char_p, c_int, + c_char_p, c_int, + c_char_p, c_int, + POINTER(c_float), POINTER(c_float), + POINTER(c_float), POINTER(c_float), + POINTER(c_float), POINTER(c_float), + POINTER(c_float), + POINTER(c_float), c_int, + POINTER(c_int), + POINTER(c_float), c_int] + + self.dll.hec_dss_gridRetrieve.restype = c_int + + # Type conversions and buffer initializations + type_pointer = c_int() + dataType_pointer = c_int() + + c_lowerLeftCellX = c_int() + c_lowerLeftCellY = c_int() + c_numberOfCellsX = c_int() + c_numberOfCellsY = c_int() + c_numberOfRanges = c_int() + c_srsDefinitionType = c_int() + + c_timeZoneRawOffset = c_int() + c_isInterval = c_int() + c_isTimeStamped = c_int() + + c_dataUnits = create_string_buffer(dataUnitsLength) + c_dataSource = create_string_buffer(dataSourceLength) + c_srsName = create_string_buffer(srsNameLength) + c_srsDefinition = create_string_buffer(srsDefinitionLength) + c_timeZoneID = create_string_buffer(timeZoneIDLength) + + c_cellSize = c_float() + c_xCoordOfGridCellZero = c_float() + c_yCoordOfGridCellZero = c_float() + c_nullValue = c_float() + c_maxDataValue = c_float() + c_minDataValue = c_float() + c_meanDataValue = c_float() + + c_rangeLimitTable = (c_float * rangeTablesLength)() + + c_numberEqualOrExceedingRangeLimit = (c_int * rangeTablesLength)() + + c_data = (c_float * 0)() + + result = self.dll.hec_dss_gridRetrieve(self.handle, pathname.encode("utf-8"), False, + ctypes.byref(type_pointer), ctypes.byref(dataType_pointer), + c_lowerLeftCellX, c_lowerLeftCellY, + c_numberOfCellsX, c_numberOfCellsY, + c_numberOfRanges, c_srsDefinitionType, + ctypes.byref(c_timeZoneRawOffset), c_isInterval, + c_isTimeStamped, + c_dataUnits, dataUnitsLength, + c_dataSource, dataSourceLength, + c_srsName, srsNameLength, + c_srsDefinition, srsDefinitionLength, + c_timeZoneID, timeZoneIDLength, + ctypes.byref(c_cellSize), ctypes.byref(c_xCoordOfGridCellZero), + ctypes.byref(c_yCoordOfGridCellZero), ctypes.byref(c_nullValue), + ctypes.byref(c_maxDataValue), ctypes.byref(c_minDataValue), + ctypes.byref(c_meanDataValue), + c_rangeLimitTable, rangeTablesLength, + c_numberEqualOrExceedingRangeLimit, + c_data, dataLength) + if result != 0: + print("boolRetriveData False, Function call failed with result:", result) + return result + + rangeTablesLength = c_numberOfRanges.value + c_rangeLimitTable = (c_float * rangeTablesLength)() + c_numberEqualOrExceedingRangeLimit = (c_int * rangeTablesLength)() + + dataLength = dataLength if dataLength else c_numberOfCellsX.value * c_numberOfCellsY.value + c_data = (c_float * dataLength)() + + result = self.dll.hec_dss_gridRetrieve(self.handle, pathname.encode("utf-8"), True, + ctypes.byref(type_pointer), ctypes.byref(dataType_pointer), + c_lowerLeftCellX, c_lowerLeftCellY, + c_numberOfCellsX, c_numberOfCellsY, + c_numberOfRanges, c_srsDefinitionType, + ctypes.byref(c_timeZoneRawOffset), c_isInterval, + c_isTimeStamped, + c_dataUnits, dataUnitsLength, + c_dataSource, dataSourceLength, + c_srsName, srsNameLength, + c_srsDefinition, srsDefinitionLength, + c_timeZoneID, timeZoneIDLength, + ctypes.byref(c_cellSize), ctypes.byref(c_xCoordOfGridCellZero), + ctypes.byref(c_yCoordOfGridCellZero), ctypes.byref(c_nullValue), + ctypes.byref(c_maxDataValue), ctypes.byref(c_minDataValue), + ctypes.byref(c_meanDataValue), + c_rangeLimitTable, rangeTablesLength, + c_numberEqualOrExceedingRangeLimit, + c_data, dataLength) + + # Processing results + if result == 0: + + gridType[0] = type_pointer.value + dataType[0] = dataType_pointer.value + + lowerLeftCellX[0] = c_lowerLeftCellX.value + lowerLeftCellY[0] = c_lowerLeftCellY.value + numberOfCellsX[0] = c_numberOfCellsX.value + numberOfCellsY[0] = c_numberOfCellsY.value + numberOfRanges[0] = c_numberOfRanges.value + + srsDefinitionType[0] = c_srsDefinitionType.value + timeZoneRawOffset[0] = c_timeZoneRawOffset.value + isInterval[0] = c_isInterval.value + isTimeStamped[0] = c_isTimeStamped.value + + dataUnits[0] = c_dataUnits.value.decode('utf-8') + dataSource[0] = c_dataSource.value.decode('utf-8') + srsName[0] = c_srsName.value.decode('utf-8') + srsDefinition[0] = c_srsDefinition.value.decode('utf-8') + timeZoneID[0] = c_timeZoneID.value.decode('utf-8') + + cellSize[0] = c_cellSize.value + xCoordOfGridCellZero[0] = c_xCoordOfGridCellZero.value + yCoordOfGridCellZero[0] = c_yCoordOfGridCellZero.value + nullValue[0] = c_nullValue.value + maxDataValue[0] = c_maxDataValue.value + minDataValue[0] = c_minDataValue.value + meanDataValue[0] = c_meanDataValue.value + + rangeLimitTable.extend(list(c_rangeLimitTable)) + numberEqualOrExceedingRangeLimit.extend(list(c_numberEqualOrExceedingRangeLimit)) + data.extend(list(c_data)) + + # print("Function call successful:") + else: + print("Function call failed with result:", result) + + return result + + def hec_dss_gridStore( + self, + gd, + ): + self.dll.hec_dss_pdStore.restype = c_int + self.dll.hec_dss_pdStore.argtypes = [ + ctypes.POINTER(ctypes.c_void_p), # dss (dss file pointer) + ctypes.c_char_p, # pathname + ctypes.c_int, # gridType + ctypes.c_int, # dataType + ctypes.c_int, # lowerLeftCellX + ctypes.c_int, # lowerLeftCellY + ctypes.c_int, # numberOfCellsX + ctypes.c_int, # numberOfCellsY + ctypes.c_int, # numberOfRanges + ctypes.c_int, # srsDefinitionType + ctypes.c_int, # timeZoneRawOffset + ctypes.c_int, # isInterval + ctypes.c_int, # isTimeStamped + ctypes.c_char_p, # dataUnits + ctypes.c_char_p, # dataSource + ctypes.c_char_p, # srsName + ctypes.c_char_p, # srsDefinition + ctypes.c_char_p, # timeZoneID + ctypes.c_float, # cellSize + ctypes.c_float, # xCoordOfGridCellZero + ctypes.c_float, # yCoordOfGridCellZero + ctypes.c_float, # nullValue + ctypes.c_float, # maxDataValue + ctypes.c_float, # minDataValue + ctypes.c_float, # meanDataValue + ctypes.POINTER(ctypes.c_float), # rangeLimitTable + ctypes.POINTER(ctypes.c_int), # numberEqualOrExceedingRangeLimit + ctypes.POINTER(ctypes.c_float) # data + ] + + c_pathname = c_char_p(gd.id.encode("utf-8")) + + c_gridType = c_int(gd.type) + c_dataType = c_int(gd.data_type) + c_lowerLeftCellX = c_int(gd.lowerLeftCellX) + c_lowerLeftCellY = c_int(gd.lowerLeftCellY) + c_numberOfCellsX = c_int(gd.numberOfCellsX) + c_numberOfCellsY = c_int(gd.numberOfCellsY) + c_numberOfRanges = c_int(gd.numberOfRanges) + c_srsDefinitionType = c_int(gd.srsDefinitionType) + c_timeZoneRawOffset = c_int(gd.timeZoneRawOffset) + c_isInterval = c_int(gd.isInterval) + c_isTimeStamped = c_int(gd.isTimeStamped) + + c_dataUnits = c_char_p(gd.dataUnits.encode("utf-8")) + c_dataSource = c_char_p(gd.dataSource.encode("utf-8")) + c_srsName = c_char_p(gd.srsName.encode("utf-8")) + c_srsDefinition = c_char_p(gd.srsDefinition.encode("utf-8")) + c_timeZoneID = c_char_p(gd.timeZoneID.encode("utf-8")) + + c_cellSize = c_float(gd.cellSize) + c_xCoordOfGridCellZero = c_float(gd.xCoordOfGridCellZero) + c_yCoordOfGridCellZero = c_float(gd.yCoordOfGridCellZero) + c_nullValue = c_float(gd.nullValue) + c_maxDataValue = c_float(gd.maxDataValue) + c_minDataValue = c_float(gd.minDataValue) + c_meanDataValue = c_float(gd.meanDataValue) + + c_rangeLimitTable = (c_float * len(gd.rangeLimitTable))(*gd.rangeLimitTable) + c_numberEqualOrExceedingRangeLimit = (c_int * len(gd.numberEqualOrExceedingRangeLimit))( + *gd.numberEqualOrExceedingRangeLimit) + + arr = gd.data.astype('float32', copy=False) + c_data = arr.ctypes.data_as(ctypes.POINTER(ctypes.c_float)) + + return self.dll.hec_dss_gridStore(self.handle, c_pathname, c_gridType, c_dataType, + c_lowerLeftCellX, c_lowerLeftCellY, + c_numberOfCellsX, c_numberOfCellsY, + c_numberOfRanges, c_srsDefinitionType, + c_timeZoneRawOffset, c_isInterval, + c_isTimeStamped, + c_dataUnits, c_dataSource, + c_srsName, c_srsDefinition, c_timeZoneID, + c_cellSize, c_xCoordOfGridCellZero, + c_yCoordOfGridCellZero, c_nullValue, + c_maxDataValue, c_minDataValue, c_meanDataValue, + c_rangeLimitTable, c_numberEqualOrExceedingRangeLimit, c_data) + + def hec_dss_pdRetrieveInfo(self, pathname, + numberOrdinates: List[int], numberCurves: List[int], + unitsIndependent: List[str], + unitsDependent: List[str], + typeIndependent: List[str], + typeDependent: List[str], + labelsLength): + self.dll.hec_dss_pdRetrieveInfo.argtypes = [c_void_p, c_char_p, + POINTER(c_int), POINTER(c_int), + c_char_p, c_int, + c_char_p, c_int, + c_char_p, c_int, + c_char_p] + + self.dll.hec_dss_pdRetrieveInfo.restype = c_int + numberOrdinates_val = c_int() + numberCurves_val = c_int() + labelsLength_val = c_int() + + buff_size = 40 + c_unitsIndependent = create_string_buffer(buff_size) + c_string_length = c_int(buff_size) + c_unitsDependent = create_string_buffer(buff_size) + c_typeIndependent = create_string_buffer(buff_size) + c_typeDependent = create_string_buffer(buff_size) + + result = self.dll.hec_dss_pdRetrieveInfo( + self.handle, + pathname.encode("utf-8"), + ctypes.byref(numberOrdinates_val), + ctypes.byref(numberCurves_val), + c_unitsIndependent, + c_string_length, + c_unitsDependent, + c_string_length, + c_typeIndependent, + c_string_length, + c_typeDependent, + c_string_length, + ctypes.byref(labelsLength_val), + ) + + if result == 0: + numberOrdinates[0] = numberOrdinates_val.value + numberCurves[0] = numberCurves_val.value + labelsLength[0] = labelsLength_val.value + + unitsIndependent[0] = c_unitsIndependent.value.decode('utf-8') + unitsDependent[0] = c_unitsDependent.value.decode('utf-8') + typeIndependent[0] = c_typeIndependent.value.decode('utf-8') + typeDependent[0] = c_typeDependent.value.decode('utf-8') + else: + print("Function call failed with result:", result) + + return result + + def hec_dss_pdRetrieve(self, pathname: str, + doubleOrdinates: List[float], doubleOrdinatesLength: int, + doubleValues: List[float], doubleValuesLength: int, + numberOrdinates: List[int], numberCurves: List[int], + unitsIndependent: List[str], unitsIndependentLength: int, + typeIndependent: List[str], typeIndependentLength: int, + unitsDependent: List[str], unitsDependentLength: int, + typeDependent: List[str], typeDependentLength: int, + labels: List[str], labelsLength: int, + timeZoneName: List[str], timeZoneNameLength: int): + + self.dll.hec_dss_pdRetrieve.argtypes = [c_void_p, c_char_p, + POINTER(c_double), c_int, + POINTER(c_double), c_int, + POINTER(c_int), POINTER(c_int), + c_char_p, c_int, + c_char_p, c_int, + c_char_p, c_int, + c_char_p, c_int, + c_char_p, c_int, + c_char_p, c_int] + + self.dll.hec_dss_pdRetrieve.restype = c_int + + c_doubleOrdinates = (c_double * doubleOrdinatesLength)() + c_doubleValues = (c_double * doubleValuesLength)() + c_numberOrdinates = c_int() + c_numberCurves = c_int() + + c_labels = create_string_buffer(labelsLength) + c_unitsIndependent = create_string_buffer(unitsIndependentLength) + c_unitsDependent = create_string_buffer(unitsDependentLength) + c_typeIndependent = create_string_buffer(typeIndependentLength) + c_typeDependent = create_string_buffer(typeDependentLength) + + c_timeZoneName = create_string_buffer(timeZoneNameLength) + + result = self.dll.hec_dss_pdRetrieve(self.handle, + pathname.encode("utf-8"), + c_doubleOrdinates, doubleOrdinatesLength, + c_doubleValues, doubleValuesLength, + ctypes.byref(c_numberOrdinates), + ctypes.byref(c_numberCurves), + c_unitsIndependent, unitsIndependentLength, + c_typeIndependent, typeIndependentLength, + c_unitsDependent, unitsDependentLength, + c_typeDependent, typeDependentLength, + c_labels, labelsLength, + c_timeZoneName, timeZoneNameLength) + + if result == 0: + unitsIndependent[0] = c_unitsIndependent.value.decode('utf-8') + unitsDependent[0] = c_unitsDependent.value.decode('utf-8') + typeIndependent[0] = c_typeIndependent.value.decode('utf-8') + typeDependent[0] = c_typeDependent.value.decode('utf-8') + + doubleOrdinates.extend(list(c_doubleOrdinates)) + doubleValues.extend(list(c_doubleValues)) + numberOrdinates[0] = c_numberOrdinates + numberCurves[0] = c_numberCurves + labels.extend(c_labels.raw.decode('utf-8').split("\0")[:c_numberCurves.value]) + + timeZoneName[0] = c_timeZoneName.value.decode("utf-8") + else: + print("Function call failed with result:", result) + + return result + + def hec_dss_pdStore( + self, + pd, + ): + + self.dll.hec_dss_pdStore.restype = c_int + self.dll.hec_dss_pdStore.argtypes = [ + c_void_p, # dss (void*) + c_char_p, # pathname (const char*) + POINTER(c_double), # ordinatesArray (double*) + c_int, # ordinatesLength (int) + POINTER(c_double), # valuesArray (double*) + c_int, # valuesLength (int) + c_int, # numberOrdinates (int) + c_int, # NumberCurves (int) + c_char_p, # unitsIndependent (const char*) + c_char_p, # typeIndependent (const char*) + c_char_p, # unitsDependent (const char*) + c_char_p, # typeDependent (const char*) + c_char_p, # labels (const char*) + c_int, # labelsLength (int) + c_char_p, # timeZoneName (const char*) - New argument + ] + + numberCurves = len(pd.values[0]) + if numberCurves > 1: + _values = pd.values.tolist() + if len(_values[0]) > 1: + _values = [[_values[i][j] for i in range(len(_values))] for j in range(len(_values[0]))] + values2 = np.array(_values) + else: + values2 = pd.values + c_pathname = c_char_p(pd.id.encode("utf-8")) + c_Ordinates = (c_double * len(pd.ordinates))(*pd.ordinates) + c_OrdinatesLength = len(pd.ordinates) + flat_list = values2.flatten() + c_Values = (c_double * len(flat_list))(*flat_list) + c_ValuesLength = len(flat_list) + c_numberOrdinates = len(pd.ordinates) + c_numberCurves = numberCurves + c_unitsIndependent = c_char_p(pd.units_independent.encode("utf-8")) + c_typeIndependent = c_char_p(pd.type_independent.encode("utf-8")) + c_unitsDependent = c_char_p(pd.units_dependent.encode("utf-8")) + c_typeDependent = c_char_p(pd.type_dependent.encode("utf-8")) + flat_labels = "\0".join(pd.labels) + c_labels = c_char_p(flat_labels.encode("utf-8")) + c_labelsLength = len(flat_labels) + c_timeZoneName = c_char_p(pd.time_zone_name.encode("utf-8")) # New argument + + return self.dll.hec_dss_pdStore( + self.handle, + c_pathname, + c_Ordinates, + c_OrdinatesLength, + c_Values, + c_ValuesLength, + c_numberOrdinates, + c_numberCurves, + c_unitsIndependent, + c_typeIndependent, + c_unitsDependent, + c_typeDependent, + c_labels, + c_labelsLength, + c_timeZoneName, # Pass the new argument + ) + + def hec_dss_tsGetSizes( + self, + pathname, + startDate, + startTime, + endDate, + endTime, + numberValues, + qualityElementSize, + ): + self.dll.hec_dss_tsGetSizes.argtypes = [ + c_void_p(), # dss + c_char_p, # path + c_char_p, # startDate + c_char_p, # startTime + c_char_p, # endDate + c_char_p, # endTime + POINTER(c_int), # numberValues + POINTER(c_int), # qualityElementSize + ] + self.dll.hec_dss_tsGetSizes.restype = c_int + + nv = c_int() + qes = c_int() + + result = self.dll.hec_dss_tsGetSizes( + self.handle, + pathname.encode("utf-8"), + startDate.encode("utf-8"), + startTime.encode("utf-8"), + endDate.encode("utf-8"), + endTime.encode("utf-8"), + byref(nv), + byref(qes), + ) + + if result == 0: + numberValues[0] = nv.value + qualityElementSize[0] = qes.value + else: + print("Function call failed with result:", result) + + return result + + def hec_dss_tsGetDateTimeRange( + self, + pathname, + boolFullSet, + firstValidJulian, + firstSeconds, + lastValidJulian, + lastSeconds, + ): + self.dll.hec_dss_tsGetDateTimeRange.argtypes = [ + c_void_p(), # dss + c_char_p, # path + c_int, # boolFullSet + POINTER(c_int), # firstValidJulian + POINTER(c_int), # firstSeconds + POINTER(c_int), # lastValidJulian + POINTER(c_int), # lastSeconds + ] + self.dll.hec_dss_tsGetDateTimeRange.restype = c_int + + fjul = c_int() + fsec = c_int() + + ljul = c_int() + lsec = c_int() + + result = self.dll.hec_dss_tsGetDateTimeRange( + self.handle, + pathname.encode("utf-8"), + c_int(boolFullSet), + byref(fjul), + byref(fsec), + byref(ljul), + byref(lsec), + ) + + if result == 0: + firstValidJulian[0] = fjul.value + firstSeconds[0] = fsec.value + lastValidJulian[0] = ljul.value + lastSeconds[0] = lsec.value + else: + print("Function call failed with result:", result) + + return result + + def hec_dss_numberPeriods( + self, + intervalSeconds, + julianStart, + startSeconds, + julianEnd, + endSeconds, + ): + self.dll.hec_dss_numberPeriods.argtypes = [ + c_int, # intervalSeconds + c_int, # julianStart + c_int, # startSeconds + c_int, # julianEnd + c_int, # endSeconds + ] + self.dll.hec_dss_numberPeriods.restype = c_int + + result = self.dll.hec_dss_numberPeriods( + intervalSeconds, + julianStart, + startSeconds, + julianEnd, + endSeconds, + ) + + return result + + def hec_dss_tsRetrieve( + self, + pathname: str, + startDate: str, + startTime: str, + endDate: str, + endTime: str, + times: List[int], + values: List[float], + arraySize: str, + numberValuesRead, + quality: List[int], + qualityLength: int, + julianBaseDate: List[int], + timeGranularitySeconds: List[int], + units: List[str], + unitsLength: int, + dataType: List[str], + typeLength: int, + timeZoneName: List[str], + timeZoneNameLength: int, + ): + + f = self.dll.hec_dss_tsRetrieve + f.argtypes = [ + c_void_p, # dss + c_char_p, # pathname + c_char_p, # startDate + c_char_p, # startTime + c_char_p, # endDate + c_char_p, # endTime + POINTER(c_int), # timeArray + POINTER(c_double), # valueArray + c_int, # arraySize + POINTER(c_int), # numberValuesRead + POINTER(c_int), # quality + c_int, # qualityLength + POINTER(c_int), # julianBaseDate + POINTER(c_int), # timeGranularitySeconds + c_char_p, # units + c_int, # unitsLength + c_char_p, # dataType + c_int, # typeLength + c_char_p, # timeZoneName + c_int, # timeZoneNameLength + ] + f.restype = c_int + + c_arraySize = c_int(arraySize) + c_times = (c_int32 * arraySize)() + c_values = (c_double * arraySize)() + c_numberValuesRead = c_int(0) + size = qualityLength * arraySize + + c_quality = (c_int * size)() + c_julianBaseDate = c_int(0) + c_timeGranularitySeconds = c_int(0) + + buff_size = unitsLength + c_units = create_string_buffer(buff_size) + c_unitsLength = c_int(buff_size) + + buff_size = typeLength + c_dataType = create_string_buffer(buff_size) + c_typeLength = c_int(buff_size) + c_julianBaseDate = c_int() + c_timeGranularitySeconds = c_int() + + c_timeZoneName = create_string_buffer(timeZoneNameLength) + + rval = f( + self.handle, + pathname.encode("utf-8"), + startDate.encode("utf-8"), + startTime.encode("utf-8"), + endDate.encode("utf-8"), + endTime.encode("utf-8"), + c_times, + c_values, + c_arraySize, + byref(c_numberValuesRead), + c_quality, + qualityLength, + byref(c_julianBaseDate), + byref(c_timeGranularitySeconds), + c_units, + c_unitsLength, + c_dataType, + c_typeLength, + c_timeZoneName, + timeZoneNameLength, + ) + + times.clear() + times.extend(list(c_times[: c_numberValuesRead.value])) + values.clear() + values.extend(list(c_values[: c_numberValuesRead.value])) + quality.clear() + quality.extend(list(c_quality[: c_numberValuesRead.value])) + units[0] = c_units.value.decode("utf-8") + dataType[0] = c_dataType.value.decode("utf-8") + julianBaseDate[0] = c_julianBaseDate.value + timeGranularitySeconds[0] = c_timeGranularitySeconds.value + timeZoneName[0] = c_timeZoneName.value.decode("utf-8") + + return rval + + def hec_dss_tsStoreRegular( + self, + pathname, + startDate, + startTime, + valueArray, + qualityArray, + saveAsFloat, + units, + dataType, + timeZoneName, + storageFlag, + ): + + self.dll.hec_dss_tsStoreRegular.restype = c_int + self.dll.hec_dss_tsStoreRegular.argtypes = [ + c_void_p, # dss (void*) + c_char_p, # pathname (const char*) + c_char_p, # startDate (const char*) + c_char_p, # startTime (const char*) + POINTER(c_double), # valueArray (double*) + c_int, # valueArraySize (int) + POINTER(c_int), # qualityArray (int*) + c_int, # qualityArraySize (int) + c_int, # saveAsFloat (int) + c_char_p, # units (const char*) + c_char_p, # type (const char*) + c_char_p, # timeZoneName (const char*) + c_int, # storageFlag (int) + ] + + c_pathname = c_char_p(pathname.encode("utf-8")) + c_startDate = c_char_p(startDate.encode("utf-8")) + c_startTime = c_char_p(startTime.encode("utf-8")) + c_units = c_char_p(units.encode("utf-8")) + c_type = c_char_p(dataType.encode("utf-8")) + c_timeZoneName = c_char_p(timeZoneName.encode("utf-8")) # New argument + + c_valueArray = (c_double * len(valueArray))(*valueArray) + c_qualityArray = (c_int * len(qualityArray))(*qualityArray) + + return self.dll.hec_dss_tsStoreRegular( + self.handle, + c_pathname, + c_startDate, + c_startTime, + c_valueArray, + len(valueArray), + c_qualityArray, + len(qualityArray), + int(saveAsFloat), + c_units, + c_type, + c_timeZoneName, + int(storageFlag), + ) + + def hec_dss_tsStoreIrregular( + self, + pathname, + startDateBase, + times, + timeGranularitySeconds, + valueArray, + qualityArray, + saveAsFloat, + units, + dataType, + timeZoneName, + storageFlag, + ): + + self.dll.hec_dss_tsStoreIregular.restype = c_int + self.dll.hec_dss_tsStoreIregular.argtypes = [ + c_void_p, # dss (void*) + c_char_p, # pathname (const char*) + c_char_p, # startDateBase (const char*) + POINTER(c_int), # times (int*) + c_int, # timeGranularitySeconds (int) + POINTER(c_double), # valueArray (double*) + c_int, # valueArraySize (int) + POINTER(c_int), # qualityArray (int*) + c_int, # qualityArraySize (int) + c_int, # saveAsFloat (int) + c_char_p, # units (const char*) + c_char_p, # type (const char*) + c_char_p, # timeZoneName (const char*) + c_int, # storageFlag (int) + ] + + c_pathname = c_char_p(pathname.encode("utf-8")) + c_startDateBase = c_char_p(startDateBase.encode("utf-8")) + c_units = c_char_p(units.encode("utf-8")) + c_type = c_char_p(dataType.encode("utf-8")) + c_timeZoneName = c_char_p(timeZoneName.encode("utf-8")) # New argument + + c_valueArray = (c_double * len(valueArray))(*valueArray) + c_times = (c_int * len(times))(*times) + c_qualityArray = (c_int * len(qualityArray))(*qualityArray) + + return self.dll.hec_dss_tsStoreIregular( + self.handle, + c_pathname, + c_startDateBase, + c_times, + int(timeGranularitySeconds), + c_valueArray, + len(valueArray), + c_qualityArray, + len(qualityArray), + int(saveAsFloat), + c_units, + c_type, + c_timeZoneName, + int(storageFlag), + ) + + def hec_dss_recordType(self, pathname): + f = self.dll.hec_dss_recordType + f.argtypes = [ + c_void_p, + c_char_p + ] + f.restype = c_int + c_str = c_char_p(pathname.encode("utf-8")) + return f(self.handle, c_str) + + def hec_dss_arrayRetrieveInfo(self, pathname: str, intValuesRead: List[int], floatValuesRead: List[int], + doubleValuesRead: List[int]): + f = self.dll.hec_dss_arrayRetrieveInfo + f.argtypes = [ + c_void_p(), # dss_file* dss + c_char_p, # const char* pathname + POINTER(c_int), # int* intValuesRead + POINTER(c_int), # int* floatValuesRead + POINTER(c_int) # int* doubleValuesRead + ] + f.restype = c_int + + c_intValuesRead = c_int() + c_floatValuesRead = c_int() + c_doubleValuesRead = c_int() + result = f(self.handle, pathname.encode("utf-8"), byref(c_intValuesRead), byref(c_floatValuesRead), + byref(c_doubleValuesRead)) + + intValuesRead[0] = c_intValuesRead.value + floatValuesRead[0] = c_floatValuesRead.value + doubleValuesRead[0] = c_doubleValuesRead.value + + return result + + def hec_dss_arrayStore(self, pathname: str, intValues: List[int], floatValues: List[float], + doubleValues: List[float]): + f = self.dll.hec_dss_arrayStore + f.argtypes = [ + c_void_p, # dss_file* dss + c_char_p, # const char* pathname + POINTER(c_int), # int* intValues + c_int, # const int intValuesLength + POINTER(c_float), # float* floatValues + c_int, # const int floatValuesLength + POINTER(c_double), # double* doubleValues + c_int # const int doubleValuesLength + ] + f.restype = c_int + + c_intValues = (c_int32 * len(intValues))(*intValues) + c_floatValues = (c_float * len(floatValues))(*floatValues) + c_doubleValues = (c_double * len(doubleValues))(*doubleValues) + return f(self.handle, pathname.encode('utf-8'), c_intValues, len(intValues), + c_floatValues, len(floatValues), + c_doubleValues, len(doubleValues)) + + def hec_dss_arrayRetrieve(self, pathname, intValues: List[int], floatValues: List[float], + doubleValues: List[float]): + f = self.dll.hec_dss_arrayRetrieve + + f.argtypes = ( + c_void_p, # dss_file* + c_char_p, # const char* - pathname + POINTER(c_int), # int* intValues + c_int, # const int intValuesLength + POINTER(c_float), # float* floatValues + c_int, # const int floatValuesLength + POINTER(c_double), # double* doubleValues + c_int # const int doubleValuesLength + ) + f.restype = c_int + + c_intValues = (c_int32 * len(intValues))(*intValues) + c_floatValues = (c_float * len(floatValues))(*floatValues) + c_doubleValues = (c_double * len(doubleValues))(*doubleValues) + + status = f(self.handle, pathname.encode('utf-8'), + c_intValues, len(intValues), + c_floatValues, len(floatValues), + c_doubleValues, len(doubleValues)) + + if status == 0: + if len(intValues) > 0: + intValues[:] = np.ctypeslib.as_array(c_intValues, shape=(len(intValues),)) + if len(floatValues) > 0: + floatValues[:] = np.ctypeslib.as_array(c_floatValues, shape=(len(floatValues),)) + if len(doubleValues) > 0: + doubleValues[:] = np.ctypeslib.as_array(c_doubleValues, shape=(len(doubleValues),)) + + + else: + print("Error reading array status = {status}") + + def hec_dss_locationRetrieve(self, fullPath: str, x: List[float], y: List[float], z: List[float], + coordinateSystem: List[int], coordinateID: List[int], horizontalUnits: List[int], + horizontalDatum: List[int], verticalUnits: List[int], verticalDatum: List[int], + timeZoneName: List[str], timeZoneNameLength: int, supplemental: List[str], + supplementalLength: int): + self.dll.hec_dss_locationRetrieve.argtypes = [ + c_void_p, # dss + c_char_p, # fullPath + POINTER(c_double), # x + POINTER(c_double), # y + POINTER(c_double), # z + POINTER(c_int), # coordinateSystem + POINTER(c_int), # coordinateID + POINTER(c_int), # horizontalUnits + POINTER(c_int), # horizontalDatum + POINTER(c_int), # verticalUnits + POINTER(c_int), # verticalDatum + c_char_p, # timeZoneName + c_int, # timeZoneNameLength + c_char_p, # supplemental + c_int # supplementalLength + ] + self.dll.hec_dss_locationRetrieve.restype = c_int + + c_x = c_double() + c_y = c_double() + c_z = c_double() + c_coordinateSystem = c_int() + c_coordinateID = c_int() + c_horizontalUnits = c_int() + c_horizontalDatum = c_int() + c_verticalUnits = c_int() + c_verticalDatum = c_int() + c_timeZoneName = create_string_buffer(timeZoneNameLength) + c_supplemental = create_string_buffer(supplementalLength) + + result = self.dll.hec_dss_locationRetrieve( + self.handle, + fullPath.encode("utf-8"), + byref(c_x), + byref(c_y), + byref(c_z), + byref(c_coordinateSystem), + byref(c_coordinateID), + byref(c_horizontalUnits), + byref(c_horizontalDatum), + byref(c_verticalUnits), + byref(c_verticalDatum), + c_timeZoneName, + timeZoneNameLength, + c_supplemental, + supplementalLength + ) + + if result == 0: + x[0] = c_x.value + y[0] = c_y.value + z[0] = c_z.value + coordinateSystem[0] = c_coordinateSystem.value + coordinateID[0] = c_coordinateID.value + horizontalUnits[0] = c_horizontalUnits.value + horizontalDatum[0] = c_horizontalDatum.value + verticalUnits[0] = c_verticalUnits.value + verticalDatum[0] = c_verticalDatum.value + timeZoneName[0] = c_timeZoneName.value.decode("utf-8") + supplemental[0] = c_supplemental.value.decode("utf-8") + # else: + # print("Unable to read location information, Function call failed with result:", result) + + return result + + def hec_dss_locationStore(self, location_info, replace: int) -> int: + self.dll.hec_dss_locationStore.argtypes = [ + c_void_p, # dss + c_char_p, # fullPath + c_double, # x + c_double, # y + c_double, # z + c_int, # coordinateSystem + c_int, # coordinateID + c_int, # horizontalUnits + c_int, # horizontalDatum + c_int, # verticalUnits + c_int, # verticalDatum + c_char_p, # timeZoneName + c_char_p, # supplemental + c_int # replace + ] + self.dll.hec_dss_locationStore.restype = c_int + + result = self.dll.hec_dss_locationStore( + self.handle, + location_info.id.encode("utf-8"), + location_info.x[0], + location_info.y[0], + location_info.z[0], + location_info.coordinate_system, + location_info.coordinate_id, + location_info.horizontal_units, + location_info.horizontal_datum, + location_info.vertical_units, + location_info.vertical_datum, + location_info.time_zone_name.encode("utf-8"), + location_info.supplemental.encode("utf-8"), + replace + ) + + if result != 0: + print("Function call failed with result:", result) + + return result + + def hec_dss_delete(self, pathname: str) -> int: + """ + Deletes a record from the DSS file. + + Args: + pathname (str): The pathname of the record to delete. + + Returns: + int: Status of zero when successful, non-zero on error. + """ + f = self.dll.hec_dss_delete + f.argtypes = [ + c_void_p, # dss_file* dss + c_char_p # const char* pathname + ] + f.restype = c_int + + result = f(self.handle, pathname.encode("utf-8")) + + if result != 0: + print("Function call failed with result:", result) + + return result + + def hec_dss_textStore(self, pathname, text, length=None): + """ + Store text data in a DSS file. + Args: + pathname (str): The DSS pathname where the text will be stored. + text (str): The text data to store. + length (int, optional): The length of the text. If None, it will be set to the length of the text. + """ + f = self.dll.hec_dss_textStore + f.argtypes = [ + c_void_p, # dss + c_char_p, # pathname + c_char_p, # text + c_int # length + ] + f.restype = c_int + + result = f(self.handle, pathname.encode("utf-8"), + text.encode("utf-8"), + length if length is not None else len(text)) + + return result + + def hec_dss_textRetrieve(self, pathname, buffer :List[str], buff_size: int) -> int: + """ + Store text data in a DSS file. + Args: + pathname (str): The DSS pathname where the text will be stored. + text (str): The text data to store. + length (int, optional): The length of the text. If None, it will be set to the length of the text. + """ + f = self.dll.hec_dss_textRetrieve + f.argtypes = [ + c_void_p, # dss + c_char_p, # pathname + c_char_p, # buffer + c_int # buff_size + ] + f.restype = c_int + + c_buffer = create_string_buffer(buff_size) + result = f(self.handle, pathname.encode("utf-8"), + c_buffer, + buff_size) + + buffer.append(c_buffer.value.decode("utf-8")) + return result \ No newline at end of file diff --git a/src/hecdss/paired_data.py b/src/hecdss/paired_data.py new file mode 100644 index 0000000..49da97a --- /dev/null +++ b/src/hecdss/paired_data.py @@ -0,0 +1,78 @@ +# import pandas as pd +import numpy as np + + +class PairedData: + def __init__(self): + """ + Initialize a PairedData object with default values. + """ + self.id = None + self.ordinates = np.empty(0) + self.values = np.empty(0) + self.labels = [] + self.type_independent = "" + self.type_dependent = "" + self.units_independent = "" + self.units_dependent = "" + self.time_zone_name = "" + self.location_info = None + + def curve_count(self): + """ + Retrieve the number of curves in the paired data. + + Returns: + int: The number of curves. + """ + return len(self.values) + + # def to_data_frame(self, include_index=False): + # """ + # Convert the paired data to a pandas DataFrame. + # + # Parameters: + # include_index (bool, optional): Whether to include an index column. Defaults to False. + # + # Returns: + # pandas.DataFrame: The paired data as a DataFrame. + # """ + # data = {"stage": self.ordinates} + # for i in range(len(self.values)): + # label = self.labels[i] if i < len(self.labels) else f"value{i + 1}" + # data[label] = self.values[i] + # + # if include_index: + # data["index"] = list(range(1, len(self.ordinates) + 1)) + # + # return pd.DataFrame(data) + + @staticmethod + def create(x_values, y_values, labels=[], x_units="", x_type="", y_units="", y_type="", time_zone_name="", path=None): + """ + Create a PairedData object with the provided data. + + Parameters: + x_values (list of float): The independent variable values. + y_values (list of list of float): The dependent variable values. + labels (list of str, optional): The labels for the dependent variables. Defaults to an empty list. + x_units (str, optional): The units of the independent variable. Defaults to an empty string. + x_type (str, optional): The type of the independent variable. Defaults to an empty string. + y_units (str, optional): The units of the dependent variable. Defaults to an empty string. + y_type (str, optional): The type of the dependent variable. Defaults to an empty string. + path (str, optional): The path identifier for the paired data. Defaults to None. + + Returns: + PairedData: An instance of the PairedData class. + """ + pd = PairedData() + pd.id = path + pd.ordinates = np.array(x_values) + pd.values = np.array(y_values) + pd.labels = labels + pd.units_independent = x_units + pd.units_dependent = y_units + pd.type_independent = x_type + pd.type_dependent = y_type + pd.time_zone_name = time_zone_name + return pd \ No newline at end of file diff --git a/record_type.py b/src/hecdss/record_type.py similarity index 66% rename from record_type.py rename to src/hecdss/record_type.py index 7b3ae17..49d7167 100644 --- a/record_type.py +++ b/src/hecdss/record_type.py @@ -1,6 +1,11 @@ from enum import Enum class RecordType(Enum): + """ RecordType is an enumeration of DSS data types + + Returns: + RecordType: the record type + """ Unknown = 0 RegularTimeSeriesProfile = 1 RegularTimeSeries = 2 @@ -10,12 +15,26 @@ class RecordType(Enum): Grid = 6 Tin = 7 LocationInfo = 8 + Array = 9 + + SUPPORTED_RECORD_TYPES = [ + "IrregularTimeSeries", + "RegularTimeSeries", + "PairedData", + "GriddedData", + "ArrayContainer", + ] @staticmethod def RecordTypeFromInt(recType): + """ + Returns RecordType Enumeration from integer value + """ rval = RecordType.Unknown - if 100 <= recType < 110: + if 90 <= recType <= 93 : + rval = RecordType.Array + elif 100 <= recType < 110: if recType == 102 or recType == 107: rval = RecordType.RegularTimeSeriesProfile else: diff --git a/src/hecdss/regular_timeseries.py b/src/hecdss/regular_timeseries.py new file mode 100644 index 0000000..bd61f79 --- /dev/null +++ b/src/hecdss/regular_timeseries.py @@ -0,0 +1,264 @@ +import numpy as np + +from .dateconverter import DateConverter +from .dsspath import DssPath +from datetime import datetime, timedelta +from zoneinfo import ZoneInfo + +class RegularTimeSeries: + def __init__(self): + """ + Initializes a new instance of the RegularTimeSeries class. + """ + self.times = [] + self.values = np.empty(0) + self.quality = [] + self.units = "" + self.data_type = "" + self.interval = "" + self.start_date = "" + self.time_granularity_seconds = 1 + self.julian_base_date = 0 + self.time_zone_name = "" + self.id = "" + self.location_info = None + + def add_data_point(self, date, value, flag=None): + """ + Adds a data point to the time series. + + Args: + date (datetime): The date of the data point. + value (float): The value of the data point. + flag (int, optional): The quality flag of the data point. Defaults to None. + """ + self.times.append(date) + self.values.append(value) + if flag is not None: + self.quality.append(flag) + + def get_value_at(self, date): + """ + Retrieves the value at a specific date. + + Args: + date (datetime): The date for which to retrieve the value. + + Returns: + float: The value at the specified date, or None if the date is not found. + """ + if date in self.times: + index = self.times.index(date) + return self.values[index] + else: + return None + + def get_values(self): + """ + Retrieves all values in the time series. + + Returns: + numpy.ndarray: An array of all values in the time series. + """ + return self.values + + def get_dates(self): + """ + Retrieves all dates in the time series. + + Returns: + list: A list of all dates in the time series. + """ + return self.times + + def get_length(self): + """ + Retrieves the number of data points in the time series. + + Returns: + int: The number of data points in the time series. + """ + return len(self.times) + + def print_to_console(self): + """ + Prints the time series data to the console. + """ + print("dsspath='" + self.id + "'") + print("units='"+self.units+"'") + print("dataType='" + self.data_type + "'") + print("Time,Value,Flag") + if not len(self.quality) > 0: + for time, value in zip(self.times, self.values): + print(f"{time}, {value}") + else: + for time, value, flag in zip(self.times, self.values, self.quality): + print(f"{time}, {value}, {flag}") + + def _get_interval_interval(self): + """ + Converts the interval string to seconds. + + Returns: + int: The interval in seconds. + """ + result = DateConverter.intervalString_to_sec(self.interval) + return result + + def _get_interval_path(self): + """ + Converts the interval string of the DSS path to seconds. + + Returns: + int: The interval in seconds, or "empty" if the id is None. + """ + if self.id is not None: + return DateConverter.intervalString_to_sec(DssPath(self.id, type(self)).E) + return "empty" + + def _get_interval_times(self): + """ + Calculates the interval between the first two dates in the time series. + + Returns: + int: The interval in seconds, or "empty" if there are fewer than two dates. + """ + if len(self.times) > 1 and type(self.times[0]) == datetime: + interval = self.times[1]-self.times[0] + total_seconds = interval.total_seconds() + if total_seconds > 86400: + return "empty" + return int(interval.total_seconds()) + return "empty" + + def _interval_to_interval(self, new_interval): + """ + Sets the interval to a new value. + + Args: + new_interval (int): The new interval in seconds. + """ + self.interval = new_interval + + def _interval_to_path(self, new_interval): + """ + Updates the DSS path with a new interval. + + Args: + new_interval (int): The new interval in seconds. + """ + if self.id != None: + new_path = DssPath(self.id, type(self)) + new_path.E = DateConverter.sec_to_intervalString(new_interval) + self.id = str(new_path) + + def _interval_to_times(self, new_interval): + """ + Updates the times in the time series based on a new interval. + + Args: + new_interval (int): The new interval in seconds. + """ + is_leap = lambda y: y % 4 == 0 and y % 100 != 0 or y % 400 == 0 + last_day = lambda y, m: 31 if m in (1,3,5,7,8,10,12) else 30 if m in (4,6,9,11) else 29 if is_leap(y) else 28 + if type(self.start_date) == datetime: + tz = ZoneInfo(self.time_zone_name) if self.time_zone_name else None + first_time = self.start_date.replace(microsecond=0, tzinfo=tz) + count = len(self.values) + if new_interval <= 604800: + # --------------------- # + # non-calendar interval # + # --------------------- # + span = timedelta(seconds=new_interval) + self.times = [(first_time + i * span) for i in range(count)] + elif new_interval == 864000: + # ------------------ # + # Tri-Month interval # + # ------------------ # + raise ValueError("Tri-Month interval not currently supported") + elif new_interval == 1296000: + # ------------------- # + # Semi-Month interval # + # ------------------- # + raise ValueError("Semi-Month interval not currently supported") + elif new_interval == 2592000: + # ---------------- # + # 1-Month interval # + # ---------------- # + self.times = [first_time] + for i in range(1, count): + y, m, d, h, n, s = self.times[-1].timetuple()[:6] + if m == 12: + y += 1 + m = 1 + else: + m += 1 + d = min(last_day(y, m), first_time.day) + self.times.append(datetime(y, m, d, h, n, s, tzinfo=tz)) + elif new_interval == 31536000: + # --------------- # + # 1-Year interval # + # --------------- # + self.times = [first_time] + for i in range(1, count): + y, m, d, h, n, s = self.times[-1].timetuple()[:6] + y += 1 + d = min(last_day(y, m), first_time.day) + self.times.append(datetime(y, m, d, h, n, s, tzinfo=tz)) + else: + raise ValueError(f"Invalid interval seconds: {new_interval}") + + + def _generate_times(self): + """ + Generates times for the time series based on the interval and start date. + """ + if(len(self.times) > 0 and self.start_date == ""): + self.start_date = self.times[0] + + x = [self._get_interval_times(), self._get_interval_path(), self._get_interval_interval()] + x = [i for i in x if i != "empty"] + if(not all(i == x[0] for i in x)): + raise ValueError("inconsistent interval within arguments") + elif len(x) != 3 and len(x) != 0: + self._interval_to_interval(x[0]) + self._interval_to_path(x[0]) + self._interval_to_times(x[0]) + + @staticmethod + def create(values, times=[], quality=[], units="", data_type="", interval="", start_date="", time_granularity_seconds=1, julian_base_date=0, time_zone_name="", path=None, location_info = None): + """ + Creates a new instance of the RegularTimeSeries class with the specified parameters. + + Args: + values (list): List of data values. + times (list, optional): List of time values. Defaults to []. + quality (list, optional): List of quality values. Defaults to []. + units (str, optional): Units of the data. Defaults to "". + data_type (str, optional): Type of the data. Defaults to "". + interval (str, optional): Interval of the time series. Defaults to "". + start_date (str, optional): Start date of the time series. Defaults to "". + time_granularity_seconds (int, optional): Time granularity in seconds. Defaults to 1. + julian_base_date (int, optional): Julian base date. Defaults to 0. + path (str, optional): DSS path. Defaults to None. + location_info (LocationInfo, optional): Location info assotiated with record container. + + Returns: + RegularTimeSeries: A new instance of the RegularTimeSeries class. + """ + rts = RegularTimeSeries() + rts.times = [i.replace(microsecond=0) for i in times] + rts.values = np.array(values) + rts.quality = quality + rts.units = units + rts.data_type = data_type + rts.interval = interval + rts.start_date = start_date + rts.time_granularity_seconds = time_granularity_seconds + rts.julian_base_date = julian_base_date + rts.time_zone_name = time_zone_name + rts.id = path + rts.location_info = location_info + rts._generate_times() + + return rts \ No newline at end of file diff --git a/src/hecdss/text.py b/src/hecdss/text.py new file mode 100644 index 0000000..f5a3150 --- /dev/null +++ b/src/hecdss/text.py @@ -0,0 +1,22 @@ + +class Text: + def __init__(self): + """ + Initialize a Text object with default values. + """ + self.id = None + self.text = "" + + @staticmethod + def create(id:str, text:str): + """ + Create a Text object with the provided text. + + Parameters: + text (str): The text data. + """ + txt = Text() + txt.id = id + txt.text = text + + return txt diff --git a/tests.py b/tests.py deleted file mode 100644 index 0e0dce4..0000000 --- a/tests.py +++ /dev/null @@ -1,60 +0,0 @@ -from hec_dss import HecDss -from datetime import datetime -from catalog import Catalog -class Tests: - - @staticmethod - def test_issue9(): - dss = HecDss("sample7.dss") - pathnames = [ - "//SACRAMENTO/PRECIP-INC//1Day/OBS/", - "/EF RUSSIAN/COYOTE/PRECIP-INC//1Hour/TB/" - "/GREEN RIVER/OAKVILLE/ELEVATION//1Hour//" - ] - t1 = datetime(2006, 3, 1) - t2 = datetime(2006, 3 ,30) - for path in pathnames: - print(f"reading {path}") - tsc = dss.get(path,t1,t2) - print(f"len(tsc.values) = {len(tsc.values)}") - assert(len(tsc.values)>1) - - @staticmethod - def basic_tests(): - dss = HecDss("sample7.dss") - print("record count = "+str(dss.recordCount())) - catalog = dss.getCatalog() - print(catalog[0:5]) - - t1 = datetime(2005, 1, 1) - t2 = datetime(2005, 1 ,4) - tsc = dss.get("//SACRAMENTO/PRECIP-INC//1Day/OBS/",t1,t2) - tsc.print_to_console() - assert(len(tsc.values)>0) - tsc2 = dss.get("//SACRAMENTO/TEMP-MAX//1Day/OBS/",t1,t2) - tsc2.print_to_console() - assert(len(tsc2.values)>0) - # save to a new path - tsc.pathname = "//SACRAMENTO/PRECIP-INC//1Day/OBS-modified/" - dss.put(tsc) - tsc3 = dss.get(tsc.pathname,t1,t2) - assert(len(tsc3.values)== len(tsc.values)) - - @staticmethod - def catalog_test(): - rawPaths = [ - "//SACRAMENTO/TEMP-MIN/01Jan1989/1Day/OBS/", - "//SACRAMENTO/TEMP-MIN/01Jan1990/1Day/OBS/", - "//SACRAMENTO/TEMP-MIN/01Jan1991/1Day/OBS/", - "//SACRAMENTO/TEMP-MIN/01Jan1992/1Day/OBS/", - "//SACRAMENTO/TEMP-MIN/01Jan1993/1Day/OBS/" - ] - rt = [100,100,100,100,100] - c = Catalog(rawPaths,rt) - c.print() - - -if __name__ == "__main__": - #Tests.test_issue9() - #Tests.basic_tests() - Tests.catalog_test() diff --git a/tests/data/Depth_Area_01.dss b/tests/data/Depth_Area_01.dss new file mode 100644 index 0000000..7d918f7 Binary files /dev/null and b/tests/data/Depth_Area_01.dss differ diff --git a/tests/data/R703F3-PF_v7.dss b/tests/data/R703F3-PF_v7.dss new file mode 100644 index 0000000..22a036d Binary files /dev/null and b/tests/data/R703F3-PF_v7.dss differ diff --git a/tests/data/TestAlt1-dss-v7.dss b/tests/data/TestAlt1-dss-v7.dss new file mode 100644 index 0000000..e8753bf Binary files /dev/null and b/tests/data/TestAlt1-dss-v7.dss differ diff --git a/tests/data/examples-all-data-types.dss b/tests/data/examples-all-data-types.dss new file mode 100644 index 0000000..87ee1bc Binary files /dev/null and b/tests/data/examples-all-data-types.dss differ diff --git a/tests/data/grid-example.dss b/tests/data/grid-example.dss new file mode 100644 index 0000000..e0c5ebd Binary files /dev/null and b/tests/data/grid-example.dss differ diff --git a/tests/data/missing_data.dss b/tests/data/missing_data.dss new file mode 100644 index 0000000..2709834 Binary files /dev/null and b/tests/data/missing_data.dss differ diff --git a/sample7.dss b/tests/data/sample7.dss similarity index 99% rename from sample7.dss rename to tests/data/sample7.dss index 3fc28b0..887cbb1 100644 Binary files a/sample7.dss and b/tests/data/sample7.dss differ diff --git a/tests/file_manager.py b/tests/file_manager.py new file mode 100644 index 0000000..7eb771e --- /dev/null +++ b/tests/file_manager.py @@ -0,0 +1,50 @@ +import shutil +import tempfile +import os +import uuid +import random +class FileManager: + """ + This FileManager is used to create uniquely named copies of test input files + in a unique temporary directory. + + This ensures that file operations in tests do not interfere with the original files + and provides a clean, isolated environment for each test. + """ + + def __init__(self): + d = os.path.dirname(__file__) + d = os.path.join(d, "data") + self.test_data_dir = d + self.temp_dir = tempfile.mkdtemp() + + def create_test_file(self,extension): + """ + creates a random test filename given file extension (including the period '.' ) + the file is not created + """ + return os.path.join(self.temp_dir, 'temp_' + str(random.randint(10**8, 10**9 - 1)) + extension) + + def get_copy(self, filename): + """Copies a file to the temporary directory.""" + src = os.path.join(self.test_data_dir, filename) + if not os.path.isfile(src): + raise FileNotFoundError(f"No such file: {src}") + + basename, extension = os.path.splitext(filename) + unique_id = uuid.uuid4() + + # Creating a unique filename + unique_filename = f"{basename}_{unique_id}{extension}" + dest = os.path.join(self.temp_dir, unique_filename) + + shutil.copy(src, dest) + return dest + + def cleanup(self): + """Deletes the temporary directory and its contents.""" + try: + shutil.rmtree(self.temp_dir) + except Exception as e: + pass + diff --git a/tests/test_array.py b/tests/test_array.py new file mode 100644 index 0000000..f6bae63 --- /dev/null +++ b/tests/test_array.py @@ -0,0 +1,68 @@ +"""Pytest module.""" + +import unittest + +import numpy as np +from file_manager import FileManager + +from hecdss import ArrayContainer, HecDss + + +class TestArray(unittest.TestCase): + + def setUp(self) -> None: + self.test_files = FileManager() + + def tearDown(self) -> None: + self.test_files.cleanup() + + def test_arrays(self): + a = ArrayContainer.create_array_container(float_values=[1.0, 3.0, 5.0, 7.0]) + a.id = "/test/float-array/redshift////" + + with HecDss(self.test_files.create_test_file(".dss")) as dss: + print(f" record_count = {dss.record_count()}") + dss.put(a) + # dss.set_debug_level(15) + print(f"record_type = {dss.get_record_type(a.id)}") + b = dss.get(a.id) + print(b) + np.testing.assert_array_equal(b.float_values, a.float_values) + + def test2_arrays(self): + # Open a DSS file + with HecDss(self.test_files.create_test_file(".dss")) as dss: + + # Retrieve and print data + data_path = "/test/float-array/redshift////" + iarray = list(range(15)) + farray = np.float32([1.0, 3.0, 5.0, 7.0]) + darray = np.float64([32.3*i for i in range(8)]) + a = ArrayContainer.create_array_container(int_values=iarray, float_values=farray, double_values=darray) + a.id = data_path + + dss.put(a) + + b = dss.get(data_path) + + np.testing.assert_array_equal(b.int_values, a.int_values) + np.testing.assert_array_equal(b.float_values, a.float_values) + np.testing.assert_array_equal(b.double_values, a.double_values) + + b.values = b.double_values * 2 + + data_path_modify = "/test/float-array/redshift///modify/" + b.id = data_path_modify + + dss.put(b) + + c = dss.get(data_path_modify) + + np.testing.assert_array_equal(b.int_values, c.int_values) + np.testing.assert_array_equal(b.float_values, c.float_values) + np.testing.assert_array_equal(b.double_values, c.double_values) + + + +if __name__ == "__main__": + unittest.main() diff --git a/tests/test_basics.py b/tests/test_basics.py new file mode 100644 index 0000000..e379f33 --- /dev/null +++ b/tests/test_basics.py @@ -0,0 +1,237 @@ +"""Pytest module.""" + +import unittest +from datetime import datetime + +from file_manager import FileManager + +from hecdss import Catalog, HecDss + + +class TestBasics(unittest.TestCase): + + def setUp(self) -> None: + self.test_files = FileManager() + + def tearDown(self) -> None: + self.test_files.cleanup() + + def test_issue9(self): + with HecDss(self.test_files.get_copy("sample7.dss")) as dss: + pathnames = [ + "//SACRAMENTO/PRECIP-INC//1Day/OBS/", + "/EF RUSSIAN/COYOTE/PRECIP-INC//1Hour/TB/", + "/GREEN RIVER/OAKVILLE/ELEVATION//1Hour/OBS/", + ] + t1 = datetime(2006, 3, 1) + t2 = datetime(2006, 3, 30) + for path in pathnames: + print(f"reading {path}") + tsc = dss.get(path, t1, t2) + print(f"len(tsc.values) = {len(tsc.values)}") + # assert len(tsc.values) > 1 + + def test_basic(self): + with HecDss(self.test_files.get_copy("sample7.dss")) as dss: + print("record count = " + str(dss.record_count())) + + t1 = datetime(2005, 1, 1) + t2 = datetime(2005, 1, 4) + tsc = dss.get("//SACRAMENTO/PRECIP-INC//1Day/OBS/", t1, t2) + tsc.print_to_console() + assert len(tsc.values) > 0 + tsc2 = dss.get("//SACRAMENTO/TEMP-MAX//1Day/OBS/", t1, t2) + tsc2.print_to_console() + assert len(tsc2.values) > 0 + # save to a new path + tsc.id = "//SACRAMENTO/PRECIP-INC//1Day/OBS-modified/" + dss.put(tsc) + tsc3 = dss.get(tsc.id, t1, t2) + assert len(tsc3.values) == len(tsc.values) + + def test_catalog(self): + with HecDss(self.test_files.get_copy("sample7.dss")) as dss: + catalog = dss.get_catalog() + for ds in catalog: + print(ds.recType, ds) + + + def test_catalog_get(self): + with HecDss(self.test_files.get_copy("sample7.dss")) as dss: + catalog = dss.get_catalog() + ts = dss.get(catalog.items[0]) + + + def test_with_block(self): + + with HecDss(self.test_files.get_copy("sample7.dss")) as dss: + catalog = dss.get_catalog() + ts = dss.get(catalog.items[0]) + + + + + def test_new_catalog(self): + rawPaths = [ + "//SACRAMENTO/TEMP-MIN/01Jan1989/1Day/OBS/", + "//SACRAMENTO/TEMP-MIN/01Jan1990/1Day/OBS/", + "//SACRAMENTO/TEMP-MIN/01Jan1991/1Day/OBS/", + "//SACRAMENTO/TEMP-MIN/01Jan1992/1Day/OBS/", + "//SACRAMENTO/TEMP-MIN/01Jan1993/1Day/OBS/", + ] + recordType = [100, 100, 100, 100, 100] + c = Catalog(rawPaths, recordType) + c.print() + + + def test_paired_data(self): + """ + read record from disk, add labels save to new path + """ + path = "/MY BASIN/DEER CREEK/STAGE-FLOW///USGS/" + with HecDss(self.test_files.get_copy("sample7.dss")) as dss: + dss.get(path) + # pd.labels=['Flow'] + # + # pd2 = copy.deepcopy(pd) + # pd2.id ="/MY BASIN/DEER CREEK/STAGE-FLOW///USGS-modified/" + # pd2.labels = ['Flow'] + # dss.put(pd2) # save + # + # pd3 = dss.get(path) + # dss.close() + # assert(1,len(pd.labels)) + # assert("Flow",pd3.labels[0]) + + def test_write_regular_timeseries(self): + with HecDss(self.test_files.get_copy("sample7.dss")) as dss: + print("record count = " + str(dss.record_count())) + + t1 = datetime(2005, 1, 1) + t2 = datetime(2005, 1, 4) + tsc = dss.get("//SACRAMENTO/PRECIP-INC//1Day/OBS/", t1, t2) # read float + tsc.print_to_console() + + tsc.id = "//SACRAMENTO/PRECIP-INC/01Jan2005/1Day/OBS-double/" + dss.put(tsc) # write double + tsc = dss.get(tsc.id, t1, t2) + tsc.print_to_console() + self.assertEqual(4, len(tsc.values)) + + def test_missing_values(self): + with HecDss(self.test_files.get_copy("missing_data.dss")) as dss: + print("record count = " + str(dss.record_count())) + tsc = dss.get("/CUMBERLAND RIVER/CUMBERLAND FALLS/FLOW//30Minute/MISSING/", datetime(2020, 1, 3, 11, 0), + datetime(2020, 1, 13, 0, 0)) + tsc.print_to_console() + + # values = ts.values + # MISSING = -3.4028234663852886e+38 + # tolerance = 100000 + # values = [None if abs(x - MISSING) < tolerance else x for x in values] + def test_read_regular_timeseries_with_quality(self): + + with HecDss(self.test_files.get_copy("examples-all-data-types.dss")) as dss: + print("record count = " + str(dss.record_count())) + t1 = datetime(2021, 9, 15, 7) + t2 = datetime(2021, 10, 4, 7) + tsc = dss.get("/regular-time-series/GAPT/FLOW//6Hour/forecast1/", t1, t2) + tsc.print_to_console() + self.assertEqual(77, len(tsc.values)) + + def test_regular_time_window_and_trim(self): + with HecDss(self.test_files.get_copy("examples-all-data-types.dss")) as dss: + pathname = "/regular-time-series/GAPT/FLOW//6Hour/forecast1/" + # -------------- # + # no time window # + # -------------- # + tsc = dss.get(pathname) + self.assertEqual(77, len(tsc.values)) + t1 = datetime(2021, 9, 15, 7) + t2 = datetime(2021, 10, 4, 7) + # ------------------------ # + # time window matches data # + # ------------------------ # + tsc = dss.get(pathname, t1, t2) + self.assertEqual(77, len(tsc.values)) + t1 = datetime(2021, 9, 1, 1) + t2 = datetime(2021, 11, 1, 0) + # ----------------------------- # + # start time (before data) only # + # ----------------------------- # + tsc = dss.get(pathname, t1, None) + self.assertEqual(134, len(tsc.values)) + tsc = dss.get(pathname, t1, None, True) + self.assertEqual(77, len(tsc.values)) + # -------------------------- # + # end time (after data) only # + # -------------------------- # + tsc = dss.get(pathname, None, t2) + self.assertEqual(187, len(tsc.values)) + tsc = dss.get(pathname, None, t2, True) + self.assertEqual(77, len(tsc.values)) + # -------------------------------------------------- # + # start time (before data) and end time (after data) # + # -------------------------------------------------- # + tsc = dss.get(pathname, t1, t2) + self.assertEqual(244, len(tsc.values)) + tsc = dss.get(pathname, t1, t2, True) + self.assertEqual(77, len(tsc.values)) + + def test_incorrect_path(self): + with self.assertRaises(Exception): + with HecDss(self.test_files.get_copy("incorrect_path.dss")) as dss: + pass + + def test_delete(self): + with HecDss(self.test_files.get_copy("sample7.dss")) as dss: + print("record count = " + str(dss.record_count())) + t1 = datetime(2005, 1, 1) + t2 = datetime(2005, 1, 4) + tsc = dss.get("//SACRAMENTO/PRECIP-INC//1Day/OBS/", t1, t2) + assert len(tsc.values) > 0 + # save to a new path + tsc.id = "//SACRAMENTO/PRECIP-INC//1Day/OBS-modified/" + dss.put(tsc) + dss.delete(tsc.id, True) + with self.assertRaises(Exception): + dss.get(tsc.id, t1, t2) + + def test_delete_range(self): + with HecDss(self.test_files.get_copy("sample7.dss")) as dss: + assert ("//SACRAMENTO/PRECIP-INC/01Jan1882/1Day/OBS/" in dss.get_catalog().uncondensed_paths) + path = "//SACRAMENTO/PRECIP-INC/01Jan1877/1Day/OBS/" + t1 = datetime(1879, 1, 1) + t2 = datetime(1885, 1, 1) + dss.delete(path, False, t1, t2) + assert (not("//SACRAMENTO/PRECIP-INC/01Jan1882/1Day/OBS/" in dss.get_catalog().uncondensed_paths)) + + def test_Read_TS_Pattern_Regular(self): + with HecDss(self.test_files.get_copy("Depth_Area_01.dss")) as dss: + path = "//010010-B/FLOW-UNIT GRAPH/TS-Pattern/5Minute/DAA:Depth-Area 01>010005-C/" + tsc = dss.get(path) + assert(len(tsc.values) > 0) + + def test_Write_TS_Pattern_Regular(self): + with HecDss(self.test_files.get_copy("Depth_Area_01.dss")) as dss: + path = "//010010-B/FLOW-UNIT GRAPH/TS-Pattern/5Minute/DAA:Depth-Area 01>010005-C/" + tsc = dss.get(path) + tsc.id = "//010010-B/FLOW-UNIT GRAPH/TS-Pattern/5Minute/DAA:Depth-Area 01>010005-C-modified2/" + tsc.times = [i.replace(year=2023) for i in tsc.times] + tsc.start_date = tsc.start_date.replace(year=2023) + dss.put(tsc) + tsc2 = dss.get(tsc.id) + assert(len(tsc2.values) > 0) + + def test_path_empty_parts(self): + with HecDss(self.test_files.get_copy("Depth_Area_01.dss")) as dss: + path = "//010020-R/STORAGE-FLOW///DAA:Depth-Area 01>010025-R/" + tsc = dss.get(path) + assert (len(tsc.values) > 0) + +if __name__ == "__main__": + unittest.main() + # test_catalog() + # test_issue9() + # test_basic() + # test_new_catalog() diff --git a/tests/test_dss_type.py b/tests/test_dss_type.py new file mode 100644 index 0000000..fae721b --- /dev/null +++ b/tests/test_dss_type.py @@ -0,0 +1,14 @@ +import unittest + +from hecdss.dss_type import DssType + + +class TestBasics(unittest.TestCase): + + + def test_to_string(self): + """ This is testing the __str__ method in DssType """ + t = DssType.PER_CUM + s = str(t) + assert s == "PER-CUM", f"actual:{s}, expected 'PER-CUM'" + diff --git a/tests/test_dsspath.py b/tests/test_dsspath.py new file mode 100644 index 0000000..ecd0c8b --- /dev/null +++ b/tests/test_dsspath.py @@ -0,0 +1,66 @@ +"""Pytest module.""" + +import unittest + +from hecdss import DssPath +from hecdss.cwms_utility import CwmsUtility +from hecdss.dss_type import DssType + + +class TestDssPath(unittest.TestCase): + + def setUp(self) -> None: + # the example data includes: [ tsid, dsspath, dss_type, cwms_duration ] + self.example_data = [ + ["NORK-Norton-Prairie_Dog.Stage.Inst.15Minutes.0.nwklrgs-raw", + "//NORK-Norton-Prairie_Dog/Stage/01Apr2024/15Minute/nwklrgs-raw/", DssType.INST_VAL, "0"], + ["FTPK.%-DissolvedOxygen.Inst.1Hour.0.Best-MRBWM", + "//FTPK/%-DissolvedOxygen/01Apr2024/1Hour/Best-MRBWM/", DssType.INST_VAL, "0"], + ["FTPK.Code-Outages.Const.~1Day.0.Rev-MRBWM-Manual", + "//FTPK/Code-Outages/01Jan2024/~1Day/Rev-MRBWM-Manual/", DssType.CONST, "0"], + ["03045.Code.Inst.1Hour.0.Test", + "//03045/Code/01Jun2021/1Hour/Test/", DssType.INST_VAL, "0"], + ["NOMS2-D40in.%-SoilMoisture.Inst.1Hour.0.Raw-MADIS", + "//NOMS2-D40in/%-SoilMoisture/01Nov2022/1Hour/Raw-MADIS/", DssType.INST_VAL, "0"], + ["WILN.Elev.Inst.6Hours.0.Fcst-NWK-ResSim", + "//WILN/Elev/01Aug2023/6Hour/Fcst-NWK-ResSim/", DssType.INST_VAL, "0"], + ["NOMS2.%-RelativeHumidity.Ave.5Minutes.5Minutes.Raw-MADIS", + "//NOMS2/%-RelativeHumidity/15Nov2022/5Minute/Raw-MADIS/", DssType.PER_AVER, "5Minutes"], + ["BDMW4.Precip.Total.5Minutes.5Minutes.Raw-MADIS", + "//BDMW4/Precip/05May2024 - 15May2024/5Minute/Raw-MADIS/", DssType.PER_CUM, "5Minutes"], + ["BOSD-Brookings-Big_Sioux.Precip.Inst.15Minutes.0.nwklrgs-raw", + "//BOSD-Brookings-Big_Sioux/Precip/06May2024 - 15May2024/15Minute/nwklrgs-raw/", DssType.INST_CUM, "0"] + + ] + + def test_convert_dsspath_to_tsid(self): + for row in self.example_data: + pathname = row[1] + dss_type = row[2] + duration = row[3] + tsid = CwmsUtility.pathname_to_cwms_tsid(pathname, dss_type, duration) + if tsid != row[0]: + print(f"error converting to tsid. expected '{row[0]}', actual: '{tsid}'") + assert tsid == row[0] + + def test_convert_cwms_tsid_to_dss_path(self): + for row in self.example_data: + tsid = row[0] + expected_pathname = row[1] + pathname = CwmsUtility.cwms_ts_id_to_dss_path(tsid) + expected_pathname_without_date = DssPath(str(expected_pathname)).path_without_date() + if expected_pathname_without_date != pathname: + print(f"error converting to path. expected '{expected_pathname_without_date}', actual: '{pathname}'") + assert expected_pathname_without_date == pathname + + def test_strict_cwms_id(self): + dss_path = self.example_data[0][1] + tsid = CwmsUtility.pathname_to_cwms_tsid(dss_path, DssType.INST_VAL, "0") + assert tsid == self.example_data[0][0] + strict_expected = "Nork-Norton-Prairie_Dog.Stage.Inst.15Minutes.0.Nwklrgs-Raw" + tsid = CwmsUtility.pathname_to_cwms_tsid(dss_path, DssType.INST_VAL, "0", True) + assert tsid == strict_expected + +# t = TestDssPath() +# t.test_convert_cwms_tsid_to_dss_path() +# t.test_convert_dsspath_to_tsid() diff --git a/tests/test_gridded_data.py b/tests/test_gridded_data.py new file mode 100644 index 0000000..2ecb94b --- /dev/null +++ b/tests/test_gridded_data.py @@ -0,0 +1,92 @@ +"""Pytest module.""" + +import unittest + +import numpy as np +from file_manager import FileManager + +from hecdss import HecDss +from hecdss.gridded_data import GriddedData + + +class TestGriddedData(unittest.TestCase): + + def setUp(self) -> None: + self.test_files = FileManager() + + def tearDown(self) -> None: + self.test_files.cleanup() + + def test_gridded_data_read(self): + """ + read GriddedData record from disk + """ + path = "/grid/EAU GALLA RIVER/SNOW MELT/02FEB2020:0600/03FEB2020:0600/SHG-SNODAS/" + with HecDss(self.test_files.get_copy("grid-example.dss")) as dss: + gd = dss.get(path) + assert (gd.numberOfCellsX == 21), f"gd.numberOfCellsX should be 50. is {gd.numberOfCellsX}" + assert (gd.numberOfCellsY == 28), f"gd.numberOfCellsY should be 50. is {gd.numberOfCellsY}" + + def test_is_gridded_data_type(self): + """ + Test if dss.get() returns a record of type PairedData + """ + path = "/grid/EAU GALLA RIVER/SNOW MELT/02FEB2020:0600/03FEB2020:0600/SHG-SNODAS/" + with HecDss(self.test_files.get_copy("grid-example.dss")) as dss: + gd = dss.get(path) + assert (type(gd) is GriddedData), f"gd should be type GriddedData. is {type(gd)}" + + def test_gridded_data_create(self): + """ + Generates a GriddedData object + """ + data = [[j + (50 * i) for j in range(50)] for i in range(50)] + gd = GriddedData.create(data=data) + assert (np.array_equal(gd.data, np.array(data))), f"gd.data should be {np.array(data)}. is {gd.data}" + assert (gd.numberOfCellsX == 50), f"gd.numberOfCellsX should be 50. is {gd.numberOfCellsX}" + assert (gd.numberOfCellsY == 50), f"gd.numberOfCellsY should be 50. is {gd.numberOfCellsY}" + + def test_gridded_data_create_store(self): + """ + Generates a GriddedData object then stores data on disk + """ + path = "/grid/new/gradient/01MAY2024:1400/01MAY2024:1400/new2-grad/" + file = self.test_files.get_copy("grid-example.dss") + with HecDss(file) as dss: + # dss = HecDss(MODIFIED_TEST_DIR + r"\grid-example.dss") + data = [[j + (50 * i) for j in range(50)] for i in range(50)] + gd = GriddedData.create(data=data, path=path) + + status = dss.put(gd) + + gd2 = dss.get(path) + + + assert (status == 0), f"status should be 0. is {status}" + + def test_gridded_data_read_store_read(self): + """ + Generates a GriddedData object then stores data on disk + """ + path = "/grid/EAU GALLA RIVER/SNOW MELT/02FEB2020:0600/03FEB2020:0600/SHG-SNODAS/" + with HecDss(self.test_files.get_copy("grid-example.dss")) as dss: + # dss = HecDss(MODIFIED_TEST_DIR + r"\grid-example.dss") + gd = dss.get(path) + + path = "/grid/EAU GALLA RIVER/SNOW MELT/02FEB2020:0600/03FEB2020:0600/SHG-SNODAS-new/" + gd.id = path + status = dss.put(gd) + + assert (status == 0), f"status should be 0. is {status}" + + gd2 = dss.get(path) + + assert (np.array_equal(gd.data, + gd2.data)), f"gd.data contents is not equal to that of gd2.data. gd is {gd.data} and gd2 is {gd2.data}" + assert ( + gd.dataUnits == gd2.dataUnits), f"gd2.dataUnits is not equal to {gd.dataUnits}. gd2.dataUnits is {gd2.dataUnits}" + + + +if __name__ == "__main__": + unittest.main() diff --git a/tests/test_irregular_timeseries.py b/tests/test_irregular_timeseries.py new file mode 100644 index 0000000..bb4aede --- /dev/null +++ b/tests/test_irregular_timeseries.py @@ -0,0 +1,173 @@ +"""Pytest module.""" + +import os +import sys +import unittest +from datetime import datetime, timedelta + +import numpy as np +from file_manager import FileManager + +from hecdss import HecDss +from hecdss.irregular_timeseries import IrregularTimeSeries + + +class TestRegularTimeSeries(unittest.TestCase): + + def setUp(self) -> None: + self.test_files = FileManager() + + def tearDown(self) -> None: + self.test_files.cleanup() + + def test_irregular_timeseries_read(self): + """ + read record from disk + """ + path = "/irregular-time-series/FAIR OAKS CA/FLOW-ANNUAL PEAK/01Jan1900/IR-Century/USGS/" + with HecDss(self.test_files.get_copy("examples-all-data-types.dss")) as dss: + irts = dss.get(path) + assert (113 == irts.get_length()), f"irts.get_length() should be 113. is {irts.get_length()}" + assert (39000 == irts.values[18]), f"irts.values[18] should be 39000. is {irts.values[18]}" + assert ("1924-02-09 00:00:00" == str(irts.times[19])), f"irts.times[19] should be '1924-02-09 00:00:00'. is {irts.times[19]}" + assert ("CFS" == irts.units), f"irts.units should be 'CFS'. is {irts.units}" + assert ("INST-VAL" == irts.data_type), f"irts.data_type should be 'INST-VAL'. is {irts.data_type}" + assert (0 == irts.interval), f"irts.interval should be 0. is {irts.interval}" + + def test_is_irregular_timeseries_type(self): + """ + Test if dss.get() returns a record of type IrregularTimeSeries + """ + path = "/irregular-time-series/FAIR OAKS CA/FLOW-ANNUAL PEAK/01Jan1900/IR-Century/USGS/" + with HecDss(self.test_files.get_copy("examples-all-data-types.dss")) as dss: + irts = dss.get(path) + assert (type(irts) is IrregularTimeSeries), f"irts should be type IrregularTimeSeries. is {type(irts)}" + + def test_irregular_timeseries_create_store(self): + """ + create IrregularTimeSeries and store to dss + """ + file = "examples-all-data-types.dss" + with HecDss(self.test_files.get_copy(file)) as dss: + + irpath = "/irregular-time-series/GAPT/FLOW//IR-Day/forecast6/" + irts = IrregularTimeSeries() + dates = [datetime.today().replace(second=0, microsecond=0)+(i * timedelta(hours=2)) for i in range(15)] + dates[1] = dates[1] - timedelta(seconds=60) + irts = IrregularTimeSeries.create(times=dates, values=list(range(15)), data_type="INST-VAL", path=irpath) + + dss.put(irts) + + + def test_irregular_timeseries_create_store_read(self): + """ + Generates a IrregularTimeSeries object then stores data on disk and read result + """ + file = "examples-all-data-types.dss" + with HecDss(self.test_files.get_copy(file)) as dss: + + irpath = "/irregular-time-series/GAPT/FLOW//IR-Day/forecast6/" + dates = [datetime.today().replace(microsecond=0) + (i * timedelta(hours=2)) for i in range(15)] + dates[1] = dates[1] - timedelta(seconds=60) + irts = IrregularTimeSeries.create(times=dates, values=list(range(15)), data_type="INST-VAL", path=irpath) + + dss.put(irts) + + read_irts = dss.get(irpath) + + + assert (read_irts.times == irts.times), f"saved and read times should be identical saved times are" \ + f" \n{irts.times}\n and read times are \n{read_irts.times}" + + def test_irregular_timeseries_read_store_read(self): + """ + Read a IrregularTimeSeries object then stores data on disk and read again + """ + path = "/irregular-time-series/FAIR OAKS CA/FLOW-ANNUAL PEAK/01Jan1900/IR-Century/USGS/" + with HecDss(self.test_files.get_copy("examples-all-data-types.dss")) as dss: + irts = dss.get(path) + + path_modified = "/irregular-time-series/FAIR OAKS CA/FLOW-ANNUAL PEAK/01Jan1900/IR-Century/USGS-modified/" + + irts.id = path_modified + + dss.put(irts) + + irts_modified = dss.get(path_modified) + np.set_printoptions(suppress=True) + assert (irts.get_length() == irts_modified.get_length()), f"irts.get_length() is not equal to irts_modified.get_length()." \ + f" irts.get_length() is {irts.get_length()}, irts_modified.get_length() is {irts_modified.get_length()}" + assert (np.array_equal(irts.values, irts_modified.values)), f"irts.values is not equal to irts_modified.values." \ + f" irts.values is {irts.values}, irts_modified.values is {irts_modified.values}" + assert (np.array_equal(irts.times, irts_modified.times)), f"irts.times is not equal to irts_modified.times." \ + f" irts.times is {irts.times}, irts_modified.times is {irts_modified.times}" + assert (irts.units == irts_modified.units), f"irts.units is not equal to irts_modified.units." \ + f" irts.units is {irts.units}, irts_modified.units is {irts_modified.units}" + assert (irts.data_type == irts_modified.data_type), f"irts.data_type is not equal to irts_modified.data_type." \ + f" irts.data_type is {irts.data_type}, irts_modified.data_type is {irts_modified.data_type}" + assert (irts.interval == irts_modified.interval), f"irts.interval is not equal to irts_modified.interval." \ + f" irts.interval is {irts.interval}, irts_modified.interval is {irts_modified.interval}" + + def test_irregular_timeseries_read_modify_store_modify_read(self): + """ + Read a IrregularTimeSeries object, modify object then stores data on disk and read again + """ + path = "/irregular-time-series/FAIR OAKS CA/FLOW-ANNUAL PEAK/01Jan1900/IR-Century/USGS/" + with HecDss(self.test_files.get_copy("examples-all-data-types.dss")) as dss: + irts = dss.get(path) + + irts.times[1] = irts.times[1] - timedelta(seconds=60) + irts.values[3] = 75 + irts.units = "FEET" + + path_modified = "/irregular-time-series/FAIR OAKS CA/FLOW-ANNUAL PEAK/01Jan1900/IR-Century/USGS-modified/" + + irts.id = path_modified + + dss.put(irts) + + irts_modified = dss.get(path_modified) + np.set_printoptions(suppress=True) + assert (irts.get_length() == irts_modified.get_length()), f"irts.get_length() is not equal to irts_modified.get_length()." \ + f" irts.get_length() is {irts.get_length()}, irts_modified.get_length() is {irts_modified.get_length()}" + assert (np.array_equal(irts.values, irts_modified.values)), f"irts.values is not equal to irts_modified.values." \ + f" irts.values is {irts.values}, irts_modified.values is {irts_modified.values}" + assert (np.array_equal(irts.times, irts_modified.times)), f"irts.times is not equal to irts_modified.times." \ + f" irts.times is {irts.times}, irts_modified.times is {irts_modified.times}" + assert (irts.units == irts_modified.units), f"irts.units is not equal to irts_modified.units." \ + f" irts.units is {irts.units}, irts_modified.units is {irts_modified.units}" + assert (irts.data_type == irts_modified.data_type), f"irts.data_type is not equal to irts_modified.data_type." \ + f" irts.data_type is {irts.data_type}, irts_modified.data_type is {irts_modified.data_type}" + assert (irts.interval == irts_modified.interval), f"irts.interval is not equal to irts_modified.interval." \ + f" irts.interval is {irts.interval}, irts_modified.interval is {irts_modified.interval}" + + def test_irregular_timeseries_read_modify_store_read(self): + """ + Read a IrregularTimeSeries object, modify object then stores data on disk and read again + """ + path = "/irregular-time-series/FAIR OAKS CA/FLOW-ANNUAL PEAK/01Jan1900/IR-Century/USGS/" + with HecDss(self.test_files.get_copy("examples-all-data-types.dss")) as dss: + irts = dss.get(path) + + irts.times[1] = irts.times[1] - timedelta(seconds=60) + irts.values[3] = 75 + dss.put(irts) + + irts_modified = dss.get(path) + np.set_printoptions(suppress=True) + assert (irts.get_length() == irts_modified.get_length()), f"irts.get_length() is not equal to irts_modified.get_length()." \ + f" irts.get_length() is {irts.get_length()}, irts_modified.get_length() is {irts_modified.get_length()}" + assert (np.array_equal(irts.values, irts_modified.values)), f"irts.values is not equal to irts_modified.values." \ + f" irts.values is {irts.values}, irts_modified.values is {irts_modified.values}" + assert (np.array_equal(irts.times, irts_modified.times)), f"irts.times is not equal to irts_modified.times." \ + f" irts.times is {irts.times}, irts_modified.times is {irts_modified.times}" + assert (irts.units == irts_modified.units), f"irts.units is not equal to irts_modified.units." \ + f" irts.units is {irts.units}, irts_modified.units is {irts_modified.units}" + assert (irts.data_type == irts_modified.data_type), f"irts.data_type is not equal to irts_modified.data_type." \ + f" irts.data_type is {irts.data_type}, irts_modified.data_type is {irts_modified.data_type}" + assert (irts.interval == irts_modified.interval), f"irts.interval is not equal to irts_modified.interval." \ + f" irts.interval is {irts.interval}, irts_modified.interval is {irts_modified.interval}" + + +if __name__ == "__main__": + unittest.main() diff --git a/tests/test_location_info.py b/tests/test_location_info.py new file mode 100644 index 0000000..9bdb9d9 --- /dev/null +++ b/tests/test_location_info.py @@ -0,0 +1,116 @@ +"""Pytest module.""" + +import unittest + +from file_manager import FileManager + +from hecdss import HecDss +from hecdss.location_info import LocationInfo + + +# update MODIFIED_TEST_DIR to be the path the folder containing dss files +# "sample7.dss" and "R703F3-PF_v7.dss" which are modified within these tests +# MODIFIED_TEST_DIR=r"C:\Users\oskar\Documents\dss" + + +class TestLocationInfo(unittest.TestCase): + + def setUp(self) -> None: + self.test_files = FileManager() + + def tearDown(self) -> None: + self.test_files.cleanup() + + def test_location_info_read(self): + """ + Read a IrregularTimeSeries object, modify object then stores data on disk and read again + """ + path = "/irregular-time-series/FAIR OAKS CA/Location Info////" + dss = HecDss(self.test_files.get_copy("examples-all-data-types.dss")) + location = dss.get(path) + + def test_location_info_read_write(self): + """ + Read a IrregularTimeSeries object, modify object then stores data on disk and read again + """ + path = "/irregular-time-series/FAIR OAKS CA/Location Info////" + dss = HecDss(self.test_files.get_copy("examples-all-data-types.dss")) + location = dss.get(path) + + dss.put(location) + + def test_location_info_read_write_read(self): + """ + Read a IrregularTimeSeries object, modify object then stores data on disk and read again + """ + path = "/irregular-time-series/FAIR OAKS CA/Location Info////" + with HecDss(self.test_files.get_copy("examples-all-data-types.dss")) as dss: + location = dss.get(path) + dss.put(location) + + location2 = dss.get(location.id) + + assert_location_info_equal(location, location2) + + def test_location_info_read_new_path_write_read(self): + """ + Read a IrregularTimeSeries object, modify object then stores data on disk and read again + """ + path = "/irregular-time-series/FAIR OAKS CA/Location Info////" + with HecDss(self.test_files.get_copy("examples-all-data-types.dss")) as dss: + location = dss.get(path) + path2 = "/irregular-time-series/FAIR OAKS CA/Location Info///newPath/" + location.id = path2 + location.x += 1 + dss.put(location) + + location2 = dss.get(location.id) + + + assert_location_info_equal(location, location2) + + def test_location_info_container_read_write(self): + """ + Read a IrregularTimeSeries object, modify object then stores data on disk and read again + """ + path = "/irregular-time-series/FAIR OAKS CA/FLOW-ANNUAL PEAK/10Jan1862 - 10Feb2017/IR-Century/USGS/" + dss = HecDss(self.test_files.get_copy("examples-all-data-types.dss")) + IRTS = dss.get(path) + + assert IRTS.location_info is not None, f"Expected location_info to be not None, but got: None" + + dss.put(IRTS) + + def test_location_info_container_read_new_path_write_read(self): + """ + Read a IrregularTimeSeries object, modify object then stores data on disk and read again + """ + path = "/irregular-time-series/FAIR OAKS CA/FLOW-ANNUAL PEAK/10Jan1862 - 10Feb2017/IR-Century/USGS/" + with HecDss(self.test_files.get_copy("examples-all-data-types.dss")) as dss: + IRTS = dss.get(path) + path2 = "/irregular-time-series/FAIR OAKS CA/FLOW-ANNUAL PEAK/10Jan1862 - 10Feb2017/IR-Century/USGS_newPath/" + IRTS.id = path2 + dss.put(IRTS) + + IRTS2 = dss.get(IRTS.id) + + assert_location_info_equal(IRTS.location_info, IRTS2.location_info) + +def assert_location_info_equal(location1: LocationInfo, location2: LocationInfo): + """ + Asserts that two LocationInfo objects are equal. + """ + assert location1.x == location2.x, f"Expected x: {location1.x}, but got: {location2.x}" + assert location1.y == location2.y, f"Expected y: {location1.y}, but got: {location2.y}" + assert location1.z == location2.z, f"Expected z: {location1.z}, but got: {location2.z}" + assert location1.coordinate_system == location2.coordinate_system, f"Expected coordinate_system: {location1.coordinate_system}, but got: {location2.coordinate_system}" + assert location1.coordinate_id == location2.coordinate_id, f"Expected coordinate_id: {location1.coordinate_id}, but got: {location2.coordinate_id}" + assert location1.horizontal_units == location2.horizontal_units, f"Expected horizontal_units: {location1.horizontal_units}, but got: {location2.horizontal_units}" + assert location1.horizontal_datum == location2.horizontal_datum, f"Expected horizontal_datum: {location1.horizontal_datum}, but got: {location2.horizontal_datum}" + assert location1.vertical_units == location2.vertical_units, f"Expected vertical_units: {location1.vertical_units}, but got: {location2.vertical_units}" + assert location1.vertical_datum == location2.vertical_datum, f"Expected vertical_datum: {location1.vertical_datum}, but got: {location2.vertical_datum}" + assert location1.time_zone_name == location2.time_zone_name, f"Expected time_zone_name: {location1.time_zone_name}, but got: {location2.time_zone_name}" + assert location1.supplemental == location2.supplemental, f"Expected supplemental: {location1.supplemental}, but got: {location2.supplemental}" + +if __name__ == "__main__": + unittest.main() diff --git a/tests/test_paired_data.py b/tests/test_paired_data.py new file mode 100644 index 0000000..b3c9121 --- /dev/null +++ b/tests/test_paired_data.py @@ -0,0 +1,153 @@ +"""Pytest module.""" + +import copy +import unittest + +import numpy as np +from file_manager import FileManager + +from hecdss import HecDss +from hecdss.paired_data import PairedData + + +# update MODIFIED_TEST_DIR to be the path the folder containing dss files +# "sample7.dss" and "R703F3-PF_v7.dss" which are modified within these tests +# MODIFIED_TEST_DIR=r"C:\Users\oskar\Documents\dss" + +class TestPairedData(unittest.TestCase): + + def setUp(self) -> None: + self.test_files = FileManager() + + def tearDown(self) -> None: + self.test_files.cleanup() + + + def test_paired_data_read(self): + """ + read record from disk + """ + path = "/MY BASIN/DEER CREEK/STAGE-FLOW///USGS/" + with HecDss(self.test_files.get_copy("sample7.dss")) as dss: + pd = dss.get(path) + assert (5.1500 == float(str(pd.ordinates[2])[:6])), f"pd.ordinates[2] should be 5.1500. is {float(str(pd.ordinates[2])[:6])}" + assert (19 == pd.values[2][0]), f"pd.values[2][0] should be 19. is {pd.values[2][0]}" + assert ("" == pd.labels[0]), f"pd.labels[0] should be ''. is {pd.labels[0]}" + assert ("FEET" == pd.units_independent), f"pd.units_independent should be 'FEET'. is {pd.units_independent}" + assert ("UNT" == pd.type_independent), f"pd.type_independent should be 'UNT'. is {pd.type_independent}" + assert ("CFS" == pd.units_dependent), f"pd.units_dependent should be 'CFS'. is {pd.units_dependent}" + assert ("UNT" == pd.type_dependent), f"pd.type_dependent should be 'UNT'. is {pd.type_dependent}" + + def test_is_paired_data_type(self): + """ + Test if dss.get() returns a record of type PairedData + """ + path = "/MY BASIN/DEER CREEK/STAGE-FLOW///USGS/" + with HecDss(self.test_files.get_copy("sample7.dss")) as dss: + pd = dss.get(path) + assert (type(pd) is PairedData), f"pd should be type PairedData. is {type(pd)}" + + def test_paired_data_create(self): + """ + Generates a PairedData object + """ + x_values = [00, 11, 22, 33, 44] + y_values = [[j+i for j in range(3)] for i in x_values] + pd = PairedData.create(x_values, y_values) + + pd.labels = ["x plus 0", "x plus 1", "x plus 2"] + pd.units_independent = "cm" + + assert (type(pd) is PairedData), f"pd should be type PairedData. is {type(pd)}" + assert (pd.ordinates[1] == 11), f"pd.ordinates[1] should be 11. is {pd.ordinates[1]}" + assert (pd.values[4][2] == 46), f"pd.values[4][2] should be 46. is {pd.values[4][2]}" + assert (len(pd.ordinates) == 5), f"len(pd.ordinates) should be 5. is {len(pd.ordinates)}" + assert (pd.labels[1] == "x plus 1"), f"pd.labels[1] should be 'x plus 1'. is {pd.labels[1]}" + + def test_paired_data_create_store(self): + """ + Generates a PairedData object then stores data on disk + """ + with HecDss(self.test_files.get_copy("sample7.dss")) as dss: + x_values = [00, 11, 22, 33, 44] + y_values = [[j + i for j in range(3)] for i in x_values] + pd = PairedData.create(x_values, y_values, path="/MY BASIN/DEER CREEK/STAGE-FLOW///USGS-create/") + + pd.labels = ["x plus 0", "x plus 1", "x plus 2"] + pd.units_independent = "cm" + + status = dss.put(pd) + + assert (status == 0), f"status should be 0. is {status}" + + def test_paired_data_create_store_read(self): + """ + Generates a PairedData object then stores data on disk + """ + with HecDss(self.test_files.get_copy("sample7.dss")) as dss: + x_values = [00, 11, 22, 33, 44] + y_values = [[j + i for j in range(3)] for i in x_values] + path = "/MY BASIN/DEER CREEK/STAGE-FLOW///USGS-create/" + pd = PairedData.create(x_values, y_values, path=path) + + pd.labels = ["x plus 0", "x plus 1", "x plus 2"] + pd.units_independent = "cm" + + dss.put(pd) + + pd2 = dss.get(path) + + assert (np.array_equal(pd.values, pd2.values)), f"pd.values contents is not equal to that of pd2.values. pd is {pd.values} and pd2 is {pd2.values}" + assert (pd.labels == pd2.labels), f"pd.labels contents is not equal to that of pd2.labels. pd is {pd.labels} and pd2 is {pd2.labels}" + assert (np.array_equal(pd.ordinates, pd2.ordinates)), f"pd.ordinates contents is not equal to that of pd2.ordinates. pd is {pd.ordinates} and pd2 is {pd2.ordinates}" + + def test_paired_data_read_store_read(self): + """ + Generates a PairedData object then stores data on disk + """ + with HecDss(self.test_files.get_copy("sample7.dss")) as dss: + path = "/MY BASIN/DEER CREEK/STAGE-FLOW///USGS/" + pd = dss.get(path) + + pd.labels = ['Flow'] + + path2 = "/MY BASIN/DEER CREEK/STAGE-FLOW///USGS-modified/" + pd2 = copy.deepcopy(pd) + pd2.id = path2 + pd2.labels = ['Flow2'] + pd2.units_independent = "data" + + status = dss.put(pd2) # save + + pd3 = dss.get(path2) + + assert (np.array_equal(pd.values, pd3.values)), f"pd.values contents is not equal to that of pd2.values. pd is {pd.values} and pd2 is {pd3.values}" + assert (pd.labels[0] == "Flow"), f"pd.labels is not equal to 'Flow'. pd.labels[0] is {pd.labels[0]}" + assert (pd3.labels[0] == "Flow2"), f"pd3.labels[0] is not equal to 'Flow2'. pd3.labels[0] is {pd3.labels[0]}" + assert (np.array_equal(pd.ordinates, pd3.ordinates)), f"pd.ordinates contents is not equal to that of pd2.ordinates. pd is {pd.ordinates} and pd2 is {pd3.ordinates}" + + + def test_paired_data_labels_bug(self): + """ + Generates a PairedData object then stores data on disk + """ + with HecDss(self.test_files.get_copy("R703F3-PF_v7.dss")) as dss: + path = "/FOLSOM/AUXILIARY SPILLWAY-GATE RATING/ELEV-FLOW/PAIREDVALUESEXT///" + pd = dss.get(path) + + path2 = "/FOLSOM/AUXILIARY SPILLWAY-GATE RATING/ELEV-FLOW/PAIREDVALUESEXT//modified/" + pd2 = copy.deepcopy(pd) + pd2.id = path2 + pd2.labels[3] = "New Label" + + status = dss.put(pd2) # save + + pd3 = dss.get(path2) + + assert (np.array_equal(pd.values, pd3.values)), f"pd.values contents is not equal to that of pd2.values. pd is {pd.values} and pd2 is {pd3.values}" + assert (pd3.labels[3] == "New Label"), f"pd3.labels[3] is not equal to 'New Label'. pd3.labels[3] is {pd3.labels[3]}" + assert (np.array_equal(pd.ordinates, pd3.ordinates)), f"pd.ordinates contents is not equal to that of pd2.ordinates. pd is {pd.ordinates} and pd2 is {pd3.ordinates}" + + +if __name__ == "__main__": + unittest.main() diff --git a/tests/test_regular_timeseries.py b/tests/test_regular_timeseries.py new file mode 100644 index 0000000..cf078d3 --- /dev/null +++ b/tests/test_regular_timeseries.py @@ -0,0 +1,208 @@ +"""Pytest module.""" + +import unittest +from datetime import datetime, timedelta + +import numpy as np +from file_manager import FileManager + +from hecdss import HecDss +from hecdss.regular_timeseries import RegularTimeSeries + + +class TestRegularTimeSeries(unittest.TestCase): + + def setUp(self) -> None: + self.test_files = FileManager() + + def tearDown(self) -> None: + self.test_files.cleanup() + + def test_regular_timeseries_read(self): + """ + read record from disk + """ + path = "/regular-time-series-many-points/unknown/flow/01Sep2004/15Minute//" + with HecDss(self.test_files.get_copy("examples-all-data-types.dss")) as dss: + rts = dss.get(path) + assert (553486 == rts.get_length()), f"irts.get_length() should be 553486. is {rts.get_length()}" + assert (12.300 == rts.values[18]), f"irts.values[18] should be 39000. is {rts.values[18]}" + assert ("2004-09-30 23:00:00" == str(rts.times[19])), f"irts.times[19] should be '2004-09-30 23:00:00'. is {rts.times[19]}" + assert ("CFS" == rts.units), f"irts.units should be 'CFS'. is {rts.units}" + assert ("FLOW" == rts.data_type), f"irts.data_type should be 'FLOW'. is {rts.data_type}" + assert (900 == rts.interval), f"irts.interval should be 900. is {rts.interval}" + + def test_is_regular_timeseries_type(self): + """ + Test if dss.get() returns a record of type IrregularTimeSeries + """ + path = "/regular-time-series-many-points/unknown/flow/01Sep2004/15Minute//" + with HecDss(self.test_files.get_copy("examples-all-data-types.dss")) as dss: + rts = dss.get(path, startdatetime=datetime(2004, 9, 1), enddatetime=datetime(2004, 9, 30)) + assert (type(rts) is RegularTimeSeries), f"rts should be type RegularTimeSeries. is {type(rts)}" + + def test_regular_timeseries_create(self): + """ + create regular timerseries + """ + path = "//EAU GALLA RIVER/Flow//1Day//" + rts = RegularTimeSeries.create(range(15), start_date=datetime.today(), path=path) + self.assertEqual(86400, rts.interval) + print(rts) + + + path = "//EAU GALLA RIVER/Flow////" + times = [datetime.today()+(i * timedelta(seconds=10)) for i in range(15)] + rts = RegularTimeSeries.create(range(15), times=times, path=path) + self.assertEqual("//EAU GALLA RIVER/Flow//10Second//", rts.id) + + def test_regular_timeseries_create_fail(self): + """ + create regular timerseries + """ + path = "//EAU GALLA RIVER/Flow//1Day//" + times = [datetime.today()+(i * timedelta(seconds=10)) for i in range(15)] + try: + RegularTimeSeries.create(range(15), times=times, path=path) + except: + return + self.assertTrue(False, "create TimeSeries should fail due to inconsistent interval") + + def test_regular_timeseries_create_store(self): + """ + create IrregularTimeSeries and store to dss + """ + path = "/regular-time-series/test/CFS//15Minute/store-test/" + with HecDss(self.test_files.get_copy("examples-all-data-types.dss")) as dss: + rts = RegularTimeSeries.create(range(15), start_date=datetime.today(), units="CFS", path=path) + dss.put(rts) + + def test_regular_timeseries_create_store_read(self): + """ + Generates a IrregularTimeSeries object then stores data on disk and read result + """ + path = "/regular-time-series/test/CFS//10Second/store-test/" + with HecDss(self.test_files.get_copy("examples-all-data-types.dss")) as dss: + rts = RegularTimeSeries.create(range(15), start_date=datetime.today(), units="CFS", path=path) + dss.put(rts) + + read_rts = dss.get(path) + + assert (read_rts.times == rts.times), f"saved and read times should be identical saved times are" \ + f" \n{rts.times}\n and read times are \n{read_rts.times}" + + def test_regular_timeseries_read_store_read(self): + """ + Read a IrregularTimeSeries object then stores data on disk and read again + """ + path = "/regular-time-series-many-points/unknown/flow/01Oct2004/15Minute//" + with HecDss(self.test_files.get_copy("examples-all-data-types.dss")) as dss: + rts = dss.get(path, startdatetime=datetime(2004, 10, 1), enddatetime=datetime(2004, 10, 30)) + + path_modified = "/regular-time-series-many-points/unknown/flow/01Oct2004/15Minute/test-store/" + + rts.id = path_modified + + dss.put(rts) + + rts_modified = dss.get(path_modified) + np.set_printoptions(suppress=True) + assert (rts.get_length() == rts_modified.get_length()), f"irts.get_length() is not equal to irts_modified.get_length()." \ + f" irts.get_length() is {rts.get_length()}, irts_modified.get_length() is {rts_modified.get_length()}" + assert (np.array_equal(rts.values, rts_modified.values)), f"irts.values is not equal to irts_modified.values." \ + f" irts.values is {rts.values}, irts_modified.values is {rts_modified.values}" + assert (np.array_equal(rts.times, rts_modified.times)), f"irts.times is not equal to irts_modified.times." \ + f" irts.times is {rts.times}, irts_modified.times is {rts_modified.times}" + assert (rts.units == rts_modified.units), f"irts.units is not equal to irts_modified.units." \ + f" irts.units is {rts.units}, irts_modified.units is {rts_modified.units}" + assert (rts.data_type == rts_modified.data_type), f"irts.data_type is not equal to irts_modified.data_type." \ + f" irts.data_type is {rts.data_type}, irts_modified.data_type is {rts_modified.data_type}" + assert (rts.interval == rts_modified.interval), f"irts.interval is not equal to irts_modified.interval." \ + f" irts.interval is {rts.interval}, irts_modified.interval is {rts_modified.interval}" + + def test_regular_timeseries_read_modify_store_modify_read(self): + """ + Read a IrregularTimeSeries object, modify object then stores data on disk and read again + """ + path = "/regular-time-series-many-points/unknown/flow/01Oct2004/15Minute//" + with HecDss(self.test_files.get_copy("examples-all-data-types.dss")) as dss: + rts = dss.get(path, startdatetime=datetime(2004, 10, 1), enddatetime=datetime(2004, 10, 30)) + + rts.values[3] = 75 + rts.units = "FEET" + + path_modified = "/regular-time-series-many-points/unknown/flow/01Oct2004/15Minute/test-store/" + + rts.id = path_modified + + dss.put(rts) + + rts_modified = dss.get(path_modified) + np.set_printoptions(suppress=True) + assert (rts.get_length() == rts_modified.get_length()), f"irts.get_length() is not equal to irts_modified.get_length()." \ + f" irts.get_length() is {rts.get_length()}, irts_modified.get_length() is {rts_modified.get_length()}" + assert (np.array_equal(rts.values, rts_modified.values)), f"irts.values is not equal to irts_modified.values." \ + f" irts.values is {rts.values}, irts_modified.values is {rts_modified.values}" + assert (np.array_equal(rts.times, rts_modified.times)), f"irts.times is not equal to irts_modified.times." \ + f" irts.times is {rts.times}, irts_modified.times is {rts_modified.times}" + assert (rts.units == rts_modified.units), f"irts.units is not equal to irts_modified.units." \ + f" irts.units is {rts.units}, irts_modified.units is {rts_modified.units}" + assert (rts.data_type == rts_modified.data_type), f"irts.data_type is not equal to irts_modified.data_type." \ + f" irts.data_type is {rts.data_type}, irts_modified.data_type is {rts_modified.data_type}" + assert (rts.interval == rts_modified.interval), f"irts.interval is not equal to irts_modified.interval." \ + f" irts.interval is {rts.interval}, irts_modified.interval is {rts_modified.interval}" + + def test_regular_timeseries_read_modify_store_read(self): + """ + Read a IrregularTimeSeries object, modify object then stores data on disk and read again + """ + path = "/regular-time-series-many-points/unknown/flow/01Oct2004/15Minute//" + with HecDss(self.test_files.get_copy("examples-all-data-types.dss")) as dss: + rts = dss.get(path, startdatetime=datetime(2004, 10, 1), enddatetime=datetime(2004, 10, 30)) + + rts.values[3] = 75 + rts.units = "FEET" + + dss.put(rts) + + rts_modified = dss.get(path, startdatetime=datetime(2004, 10, 1), enddatetime=datetime(2004, 10, 30)) + np.set_printoptions(suppress=True) + assert ( + rts.get_length() == rts_modified.get_length()), f"irts.get_length() is not equal to irts_modified.get_length()." \ + f" irts.get_length() is {rts.get_length()}, irts_modified.get_length() is {rts_modified.get_length()}" + assert (np.array_equal(rts.values, rts_modified.values)), f"irts.values is not equal to irts_modified.values." \ + f" irts.values is {rts.values}, irts_modified.values is {rts_modified.values}" + assert (np.array_equal(rts.times, rts_modified.times)), f"irts.times is not equal to irts_modified.times." \ + f" irts.times is {rts.times}, irts_modified.times is {rts_modified.times}" + assert (rts.units == rts_modified.units), f"irts.units is not equal to irts_modified.units." \ + f" irts.units is {rts.units}, irts_modified.units is {rts_modified.units}" + assert (rts.data_type == rts_modified.data_type), f"irts.data_type is not equal to irts_modified.data_type." \ + f" irts.data_type is {rts.data_type}, irts_modified.data_type is {rts_modified.data_type}" + assert (rts.interval == rts_modified.interval), f"irts.interval is not equal to irts_modified.interval." \ + f" irts.interval is {rts.interval}, irts_modified.interval is {rts_modified.interval}" + + def test_regular_timeseries_empty_blocks(self): + """ test reading time-series with discontinuous blocks""" + pathname = "//SSPM5/ELEV/01Nov1991/1Hour/DCP-REV/" + filename = self.test_files.create_test_file(".dss") + with HecDss(filename) as dss: + rts = RegularTimeSeries.create(range(10), start_date=datetime(1988, 1, 1, 8, 0, 0), interval="1Hour", + units="cfs", path=pathname) + dss.put(rts) + rts = RegularTimeSeries.create(range(10), start_date=datetime(2016, 10, 11, 7, 0, 0), interval="1Hour", + units="cfs", path=pathname) + dss.put(rts) + ts = dss.get(pathname) + expected_count = 252273 + assert ts.get_length() == expected_count, f" expected {expected_count} values, found {ts.get_length()}" + + def test_regular_timeseries_timezone(self): + """ test reading time-series with timezone information """ + pathname = "/regular-time-series/GAPT/FLOW/01Sep2021 - 31Oct2021/6Hour/forecast1/" + with HecDss(self.test_files.get_copy("examples-all-data-types.dss")) as dss: + rts = dss.get(pathname) + assert rts.times[0].tzinfo is not None, f"expected timezone information, found None" + assert rts.times[0].tzinfo.key == "UTC", f"expected UTC timezone, found {rts.times[0].tzinfo.zone}" + +if __name__ == "__main__": + unittest.main() diff --git a/tests/test_text.py b/tests/test_text.py new file mode 100644 index 0000000..245acc4 --- /dev/null +++ b/tests/test_text.py @@ -0,0 +1,32 @@ +"""Pytest module.""" + +import unittest + +from file_manager import FileManager + +from hecdss import HecDss +from hecdss.record_type import RecordType +from hecdss.text import Text + + +class TestText(unittest.TestCase): + + def setUp(self) -> None: + self.test_files = FileManager() + + def tearDown(self) -> None: + self.test_files.cleanup() + + + def test_text_from_scratch(self): + with HecDss(self.test_files.get_copy("TestAlt1-dss-v7.dss")) as dss: + path = "/A/B/C/D/E/F/" + text = "This is a test\nof text data\nin a DSS file.\n" + test_txt = Text.create(path, text) + dss.put(test_txt) + txt = dss.get(path) + self.assertEqual(test_txt.text, txt.text) + + +if __name__ == "__main__": + unittest.main() diff --git a/tests/workshop.py b/tests/workshop.py new file mode 100644 index 0000000..de02cd8 --- /dev/null +++ b/tests/workshop.py @@ -0,0 +1,43 @@ +"""Pytest module.""" + +import copy + +from file_manager import FileManager + +from hecdss import HecDss + + +def test_record_type(): + print("--------------------- test_record_type --------------") + fm = FileManager() + with HecDss(fm.get_copy("sample7.dss")) as dss: + catalog = dss.get_catalog() + path = "/FISHKILL CREEK/BEACON NY/FREQ-FLOW///USGS/" + pd = dss.get(path) + print(pd.values) + pd.labels = ['Flow'] + print(pd.labels) + + pd2 = copy.deepcopy(pd) + pd2.id ="/MY BASIN/DEER CREEK/STAGE-FLOW///USGS-modified/" + pd2.labels = ['Flow2'] + pd2.units_independent = "data" + print(pd2.labels) + status = dss.put(pd2) # save + print(status) + + path = "/MY BASIN/DEER CREEK/STAGE-FLOW///USGS-modified/" + pd3 = dss.get(path) + + print(f"saved labels: {pd3.labels}") + print(f"saved units: {pd3.units_independent}") + # assert(1,len(pd.labels)) + # assert("Flow",pd3.labels[0]) + + entry =catalog.items[0] + print(entry) + rt = dss.get_record_type(str(entry)) + print(f"record type = {rt}") + + +test_record_type() diff --git a/timeseries.py b/timeseries.py deleted file mode 100644 index 082ef0c..0000000 --- a/timeseries.py +++ /dev/null @@ -1,34 +0,0 @@ -class TimeSeries: - def __init__(self): - self.times = [] - self.values = [] - self.units ="" - self.dataType ="" - self.dsspath = "" - - def add_data_point(self, date, value): - self.times.append(date) - self.values.append(value) - - def get_value_at(self, date): - if date in self.times: - index = self.times.index(date) - return self.values[index] - else: - return None - - def get_values(self): - return self.values - - def get_dates(self): - return self.times - - def get_length(self): - return len(self.times) - - def print_to_console(self): - print("dsspath='"+self.dsspath+"'") - print("units='"+self.units+"'") - print("dataType='"+self.dataType+"'") - for time, value in zip(self.times, self.values): - print(f"Time: {time}, Value: {value}")