diff --git a/Cargo.toml b/Cargo.toml index 567e0f7..e310f24 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -13,20 +13,18 @@ categories = ["science"] exclude = ["/.github/*", "*.ipynb", "/examples/*", "/parameters/*"] [dependencies] -quantity = "0.4" -feos-core = "0.1" -feos-dft = "0.1" -num-dual = "0.4" -num = "0.4" +quantity = "0.5" +feos-core = { git = "https://github.com/feos-org/feos-core" } +feos-dft = { git = "https://github.com/feos-org/feos-dft", branch = "v0.2.0" } +num-dual = "0.5" num-traits = "0.2" ndarray = { version = "0.15", features=["approx"] } serde = { version = "1.0", features = ["derive"] } serde_json = "1.0" indexmap = "1.8" lazy_static = "1.4" -thiserror = "1.0" -numpy = { version = "0.15", optional = true } -pyo3 = { version = "0.15", optional = true } +numpy = { version = "0.16", optional = true } +pyo3 = { version = "0.16", optional = true } [dev-dependencies] approx = "0.4" diff --git a/build_wheel/Cargo.toml b/build_wheel/Cargo.toml index 28cdd49..443a5e6 100644 --- a/build_wheel/Cargo.toml +++ b/build_wheel/Cargo.toml @@ -9,5 +9,9 @@ edition = "2018" crate-type = ["cdylib"] [dependencies] +quantity = "0.5" +feos-core = { git = "https://github.com/feos-org/feos-core" } +feos-dft = { git = "https://github.com/feos-org/feos-dft", branch = "v0.2.0" } feos-pcsaft = { path = "..", features = ["python"] } -pyo3 = { version = "0.15", features = ["extension-module", "abi3", "abi3-py37"] } +pyo3 = { version = "0.16", features = ["extension-module", "abi3", "abi3-py37"] } +numpy = "0.16" diff --git a/src/python/dft.rs b/build_wheel/src/dft.rs similarity index 79% rename from src/python/dft.rs rename to build_wheel/src/dft.rs index 4991508..2e4d8e1 100644 --- a/src/python/dft.rs +++ b/build_wheel/src/dft.rs @@ -1,15 +1,12 @@ -use super::parameters::*; -use crate::dft::PcSaftFunctional; -use feos_core::python::{PyContributions, PyVerbosity}; -use feos_core::utils::{ - DataSet, EquilibriumLiquidDensity, Estimator, LiquidDensity, VaporPressure, -}; use feos_core::*; use feos_dft::adsorption::*; +use feos_dft::fundamental_measure_theory::FMTVersion; use feos_dft::interface::*; use feos_dft::python::*; use feos_dft::solvation::*; use feos_dft::*; +use feos_pcsaft::python::*; +use feos_pcsaft::PcSaftFunctional; use numpy::*; use pyo3::exceptions::PyValueError; use pyo3::prelude::*; @@ -55,10 +52,10 @@ impl PyPcSaftFunctional { /// PcSaftFunctional #[staticmethod] #[pyo3(text_signature = "(parameters, fmt_version)")] - fn new_full(parameters: PyPcSaftParameters, fmt_version: PyFMTVersion) -> Self { + fn new_full(parameters: PyPcSaftParameters, fmt_version: FMTVersion) -> Self { Self(Rc::new(PcSaftFunctional::new_full( parameters.0, - fmt_version.0, + fmt_version, ))) } } @@ -69,8 +66,6 @@ impl_state!(DFT, PyPcSaftFunctional); impl_state_molarweight!(DFT, PyPcSaftFunctional); impl_vle_state!(DFT, PyPcSaftFunctional); -impl_estimator!(DFT, PyPcSaftFunctional); - impl_planar_interface!(PcSaftFunctional); impl_surface_tension_diagram!(PcSaftFunctional); @@ -81,7 +76,7 @@ impl_pair_correlation!(PcSaftFunctional); impl_solvation_profile!(PcSaftFunctional); #[pymodule] -pub fn dft(py: Python<'_>, m: &PyModule) -> PyResult<()> { +pub fn dft(_py: Python<'_>, m: &PyModule) -> PyResult<()> { m.add_class::()?; m.add_class::()?; m.add_class::()?; @@ -89,7 +84,7 @@ pub fn dft(py: Python<'_>, m: &PyModule) -> PyResult<()> { m.add_class::()?; m.add_class::()?; m.add_class::()?; - m.add_class::()?; + m.add_class::()?; m.add_class::()?; m.add_class::()?; m.add_class::()?; @@ -99,11 +94,6 @@ pub fn dft(py: Python<'_>, m: &PyModule) -> PyResult<()> { m.add_class::()?; m.add_class::()?; m.add_class::()?; - m.add_class::()?; - - let utils = PyModule::new(py, "utils")?; - utils.add_class::()?; - utils.add_class::()?; - m.add_submodule(utils)?; + m.add_class::()?; Ok(()) } diff --git a/src/python/eos.rs b/build_wheel/src/eos.rs similarity index 74% rename from src/python/eos.rs rename to build_wheel/src/eos.rs index 93f705b..b1a8078 100644 --- a/src/python/eos.rs +++ b/build_wheel/src/eos.rs @@ -1,11 +1,6 @@ -use super::parameters::PyPcSaftParameters; -use crate::eos::polar::DQVariants; -use crate::eos::{PcSaft, PcSaftOptions}; -use feos_core::python::{PyContributions, PyVerbosity}; -use feos_core::utils::{ - DataSet, EquilibriumLiquidDensity, Estimator, LiquidDensity, VaporPressure, -}; use feos_core::*; +use feos_pcsaft::python::PyPcSaftParameters; +use feos_pcsaft::{PcSaft, PcSaftOptions}; use numpy::convert::ToPyArray; use numpy::{PyArray1, PyArray2}; use pyo3::exceptions::PyValueError; @@ -15,16 +10,6 @@ use quantity::si::*; use std::collections::HashMap; use std::rc::Rc; -impl From<&str> for DQVariants { - fn from(str: &str) -> Self { - match str { - "dq35" => Self::DQ35, - "dq44" => Self::DQ44, - _ => panic!("dq_variant must be either \"dq35\" or \"dq44\""), - } - } -} - /// Initialize PC-SAFT equation of state. /// /// Parameters @@ -83,20 +68,14 @@ impl_state!(PcSaft, PyPcSaft); impl_state_molarweight!(PcSaft, PyPcSaft); impl_state_entropy_scaling!(PcSaft, PyPcSaft); impl_vle_state!(PcSaft, PyPcSaft); -impl_estimator!(PcSaft, PyPcSaft); #[pymodule] -pub fn eos(py: Python<'_>, m: &PyModule) -> PyResult<()> { +pub fn eos(_py: Python<'_>, m: &PyModule) -> PyResult<()> { m.add_class::()?; m.add_class::()?; m.add_class::()?; m.add_class::()?; m.add_class::()?; m.add_class::()?; - - let utils = PyModule::new(py, "utils")?; - utils.add_class::()?; - utils.add_class::()?; - m.add_submodule(utils)?; Ok(()) } diff --git a/build_wheel/src/lib.rs b/build_wheel/src/lib.rs index e1f5fbf..a01ed5f 100644 --- a/build_wheel/src/lib.rs +++ b/build_wheel/src/lib.rs @@ -1,7 +1,49 @@ -use feos_pcsaft::python::feos_pcsaft; +use feos_core::python::joback::PyJobackRecord; +use feos_core::python::parameter::*; +use feos_core::{Contributions, Verbosity}; +use feos_pcsaft::python::*; use pyo3::prelude::*; +use pyo3::wrap_pymodule; +use quantity::python::__PYO3_PYMODULE_DEF_QUANTITY; + +mod dft; +mod eos; +use dft::__PYO3_PYMODULE_DEF_DFT; +use eos::__PYO3_PYMODULE_DEF_EOS; #[pymodule] -pub fn build_wheel(py: Python<'_>, m: &PyModule) -> PyResult<()> { - feos_pcsaft(py, m) +pub fn feos_pcsaft(py: Python<'_>, m: &PyModule) -> PyResult<()> { + m.add_class::()?; + m.add_class::()?; + m.add_class::()?; + m.add_class::()?; + m.add_class::()?; + + m.add_class::()?; + m.add_class::()?; + m.add_class::()?; + m.add_class::()?; + m.add_class::()?; + m.add_class::()?; + + m.add_wrapped(wrap_pymodule!(eos))?; + m.add_wrapped(wrap_pymodule!(dft))?; + m.add_wrapped(wrap_pymodule!(quantity))?; + + py.run( + "\ +import sys +sys.modules['feos_pcsaft.eos'] = eos +sys.modules['feos_pcsaft.dft'] = dft +quantity.SINumber.__module__ = 'feos_pcsaft.si' +quantity.SIArray1.__module__ = 'feos_pcsaft.si' +quantity.SIArray2.__module__ = 'feos_pcsaft.si' +quantity.SIArray3.__module__ = 'feos_pcsaft.si' +quantity.SIArray4.__module__ = 'feos_pcsaft.si' +sys.modules['feos_pcsaft.si'] = quantity + ", + None, + Some(m.dict()), + )?; + Ok(()) } diff --git a/examples/PhaseDiagramBinary.ipynb b/examples/PhaseDiagramBinary.ipynb index a20a585..618a74c 100644 --- a/examples/PhaseDiagramBinary.ipynb +++ b/examples/PhaseDiagramBinary.ipynb @@ -22,12 +22,12 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 3, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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\n", 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" ] @@ -39,7 +39,7 @@ } ], "source": [ - "params = PcSaftParameters.from_json(['hexane', 'octane'], '20191105_pure_parameters.json')\n", + "params = PcSaftParameters.from_json(['hexane', 'octane'], '../parameters/gross2001.json')\n", "saft = PcSaft(params)\n", "dia_p = PhaseDiagramBinary.new_pxy(saft, 300*KELVIN)\n", "dia_t = PhaseDiagramBinary.new_txy(saft, BAR)\n", @@ -75,12 +75,12 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 5, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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\n", 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" ] @@ -92,7 +92,7 @@ } ], "source": [ - "params = PcSaftParameters.from_json(['acetone', 'hexane'], '20191105_pure_parameters.json')\n", + "params = PcSaftParameters.from_multiple_json([(['acetone'], '../parameters/gross2006.json'), (['hexane'], '../parameters/gross2001.json')])\n", "saft = PcSaft(params)\n", "dia_p = PhaseDiagramBinary.new_pxy(saft, 300*KELVIN)\n", "dia_t = PhaseDiagramBinary.new_txy(saft, 5*BAR)\n", @@ -128,12 +128,12 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 7, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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\n", 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" ] @@ -145,7 +145,7 @@ } ], "source": [ - "params = PcSaftParameters.from_json(['carbon-dioxide', 'hexane'], '20191105_pure_parameters.json')\n", + "params = PcSaftParameters.from_json(['carbon dioxide', 'hexane'], '../parameters/gross2001.json')\n", "saft = PcSaft(params)\n", "T_vec = [350*KELVIN, 450*KELVIN, 500*KELVIN]\n", "c_vec = ['k', 'r', 'b']\n", @@ -187,12 +187,12 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 9, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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cIesokiRJKgB/+9vf+Pvf/859993H8OHDs45TsJwhpUz06tWL1157jdWrV2cdRWq0bGpeN+Yum0unNp2IiKyjSJIkKUMffPABAEOGDOH999+3GLUFFqSUiV69elFWVsa0adOyjiJJtVJRkJIkSVLjlFLiZz/7GXvuuScvvPACAO3bt884VeGzIKVM9O7dG4DJkydnnESSamfusrl0bNMx6xiSpJyIGBIRb0fEzIi4vIrHt4+IRyPiHxExIyJGZJFTUsOwZs0avva1r/H//t//47TTTqNnz55ZRyoaFqSUiV133ZVdd93VPlJShlyyV3sb0gY+XP4hnbZzhpQkFYKIKAFuAo4D9gPOjIj9NtrtEuCNlNLBwCDghohontegkhqE+fPnM3DgQO655x5GjhzJvffeS8uWLbOOVTRsaq7M9O7d2xlSkoraopWLWL9hvUv2JKlw9AZmppTeA4iI+4FhwBuV9knAdlHe/K818CmwPt9BJRW/Bx98kBkzZvDQQw9xyimnZB2n6DhDSpnp3bs37777LosXL846iiRtlQ+Xfwjgkj1JKhwdgTmV7s/Nbavst8C+wDzgNeCylNKGjZ8oIi6MiKkRMXXRokX1lVdSEfr4448BuPTSS3n99dctRm0lC1LKTEUfKZftSdlwyV7tzV02F4CO21mQkqQCUdUlTzce8I4FpgG7At2A30ZEm88dlNKolFLPlFJPmxNLAtiwYQM//vGP2XvvvXnvvfeICPbYY4+sYxUtC1LKTEWzN5ftSSpWHy5zhpQkFZi5QOdK9ztRPhOqshHAQ6ncTOB9YJ885ZNUpFauXMkZZ5zB1VdfzbBhw+jY0d//asuClDKz/fbbs88++1iQklS0Plz+ISVRwi6tdsk6iiSp3BSga0R0yTUqHw6M2Wif2cCRABGxC7A38F5eU0oqKnPmzKF///48/PDD3HDDDdx22220aNEi61hFz6bmylTv3r156qmnSClR3ldSkorHvOXz+ELrL1DSpCTrKJIkIKW0PiIuBZ4CSoDbU0ozIuKi3OO3ANcAd0TEa5Qv8fthSunjzEJLKnjXX3897733Ho8++ihDhw7NOk6DYUFKmerTpw933XUXc+bMYbfddss6jiTVyIfLP2TX7XbNOoYkqZKU0lhg7Ebbbql0ex5wTL5zSSo+K1eupFWrVvz85z/nO9/5DnvttVfWkRoUl+wpUxWNzSdNmpRxEqnxsal57X247EP7R0mSJDUwZWVlXH755fTq1YulS5fSsmVLi1H1wIKUMnXQQQfRokULC1KSitK85fPYtbUzpCRJkhqKZcuWcfLJJ3P99dczcOBAtt1226wjNVh5L0hFRElE/D0iHsvd3yEixkXEu7nv7Srte0VEzIyItyPi2ErbD4mI13KP/TpsPlS0mjdvTo8ePSxISSo6q9etZvGaxc6QkiRJaiDee+89+vXrxxNPPMFNN93E7373O5o1a5Z1rAYrixlSlwFvVrp/OfBsSqkr8GzuPhGxH+VXxdgfGALcHBEVXWN/B1wIdM19DclPdNWHPn368Oqrr7Ju3bqso0iNSrEs2YuIbSJickT8IyJmRMRPc9t/EhEfRsS03NfQSsdU+YFGXZq/Yj6APaQkSZIaiEsuuYR58+bx1FNP8a1vfSvrOA1eXgtSEdEJOB64tdLmYcCdudt3AidX2n5/Sqk0pfQ+MBPoHREdgDYppVdS+V9Td1U6RkWob9++rF69mtdeey3rKJIKUykwOKV0MNANGBIRfXOP/Sql1C33NRa2+IFGnZm3fB5gQUqSJKnYVUyOuPXWW5k0aRJHHnlkxokah3zPkLoR+AGwodK2XVJK8wFy33fObe8IzKm039zcto652xtvV5Hq06cPABMnTsw4iaRClMqtyN1tlvva3PSuKj/QqOtc85eXz5Dq0LpDXT+1JEmS8mD9+vV85zvf4ZRTTqGsrIyOHTvStWvXrGM1GnkrSEXECcDClNKr1T2kim1pM9ures0LI2JqRExdtGhRNV9W+bb77ruzyy672EdKyrNiWbIHn/UfnAYsBMallCreMC6NiOkRcXulHoSb+kCjqufd6nGiYoZUh+0sSEmSJBWbxYsXM3ToUH7zm994Bb2M5HOG1GHASRExC7gfGBwRdwMf5Zbhkfu+MLf/XKBzpeM7AfNy2ztVsf1zUkqjUko9U0o927dvX5c/i+pQRNC3b19nSEnapJRSWUqpG+Xv+b0j4gDK+wl+ifJlfPOBG3K7V/uDi9qME/OWz6N5SXN2bLljjY6TJElStt555x369u3LhAkTuPXWW/nlL39JSUmdd3jQFuStIJVSuiKl1CmltAflvT3+mlI6GxgDnJvb7VzgkdztMcDwiGgREV0ob14+Obesb3lE9M1dXe+cSseoSPXt25d33nmHTz75JOsoUqNRTDOkKqSUlgATgCEppY9yhaoNwB/4v2V5m/pAo07NXzGfL7T+Al7oVZIkqXhs2LCBk08+mU8//ZRnn32WCy64IOtIjVYWV9nb2HXA0RHxLnB07j4ppRnAaOAN4EngkpRSWe6YiylvjD4T+CfwRL5Dq2717Vven3jy5MkZJ5FUaCKifUS0zd1uCRwFvFUxuzbnFOD13O0qP9Co61zzV8y3obkkSVKRSCmxYcMGmjRpwh//+EemTJnC4YcfnnWsRq1pFi+aUppA+SfcpJQ+AapsYZ9SGgmMrGL7VOCA+kuofOvZsydNmjRh4sSJHHfccVnHkVRYOgB35q6U1wQYnVJ6LCL+GBHdKF+ONwv4JpR/oBERFR9orOdfP9CoM/OXz2evHe03IEmSVOjWrl3Lt7/9bdq1a8d1113HIYccknUkkVFBStpY69atOfDAA3nllVeyjiI1GsWyZC+lNB3oXsX2r23mmCo/0KhL85bPY+DuA+vzJSRJklRLH3/8MaeddhrPPfccV1xxBSklWy4UCAtSKhh9+/bl/vvv/2wapSQVqtL1pSxes9gr7EmSJBWw119/nZNOOol58+Zx991389WvfjXrSKrEv/pVMA499FCWLl3Km2++mXUUSdqsBSsWANChtQUpSZKkQrRixQqOOOIIVq9ezXPPPWcxqgBZkFLBOPTQQwF4+eWXM04iSZtXUZD6QusvZJxEkiRJVWndujW33347U6ZMoU+fPlnHURUsSKlgdO3alR133NE+UpIK3vwV8wFcsidJklRA1qxZw3nnnce9994LwIknnkinTp0yTqVNsYeUCkZE0LdvXwtSUp4US1PzQlQxQ2qXVrtknESSJEkACxYs4Mtf/jKvvPIKe++9d9ZxVA3OkFJB6devH2+99Raffvpp1lEkaZMWrFhAEOzcaueso0iSJDV6f//73+nduzfTpk3jgQce4Iorrsg6kqrBgpQKSr9+/QCYOHFixkkkadMWrFjATtvuRLOSZllHkSRJatTmzJlD//79SSnx0ksvcdppp2UdSdVkQUoFpVevXpSUlNjYXMoDl+xtvY9WfsQurV2uJ0mSlLXOnTvzi1/8gilTptC9e/es46gGLEipoLRq1YqDDz7YgpSkgrZgxQKvsCdJkpSRVatWce655zJlyhQALr74Yr7wBX83KzYWpFRw+vXrx+TJk1m/fn3WUSSpSgtWLLChuSRJUgY+/PBDBgwYwB//+EemTp2adRzVggUpFZx+/fqxcuVKpk+fnnUUqUFzyd7WSSk5Q0qSJCkDkyZNomfPnrz99ts88sgjXHzxxVlHUi1YkFLBOeywwwB46aWXMk4iSZ+3fO1y1qxf4wwpSZKkPJo6dSoDBw6kZcuWvPLKK5x44olZR1ItWZBSwdltt93o1KmTBSlJBemjFR8B2NRckiQpj7p168b3v/99Jk+ezAEHHJB1HNUBC1IqSIcddpgFKUkF6aOVuYKUM6QkSZLq1fLly/nmN7/J/Pnzadq0KSNHjmSnnXbKOpbqiAUpFaTDDjuMuXPnMnv27KyjSNK/cIaUJElS/Zs1axaHHXYYt956Ky+88ELWcVQPLEipINlHSqp/NjXfOgtXLgScISVJklRfXnzxRXr16sXs2bN54oknOOOMM7KOpHpgQUoF6aCDDqJ169YWpCQVnIoleztt63RxSZKkuvbkk08yePBgdthhByZNmsQxxxyTdSTVEwtSKkhNmzalb9++vPjii1lHkaR/sXDlQnZsuSPNSpplHUWSJKnB6du3LyNGjGDixInsvffeWcdRPbIgpYLVv39/pk+fztKlS7OOIjVILtnbOgtXLrR/lCRJUh1aunQpP/jBD1izZg1t27bl97//Pe3atcs6luqZBSkVrP79+5NS4pVXXsk6iiR95qOVH7Fzq52zjiFJktQgvPvuu/Tt25df/epXvPzyy1nHUR5ZkFLB6tOnDyUlJS7bk+qJM6S2zsKVC21oLkmSVAeeffZZ+vTpw8KFCxk3bhyDBw/OOpLyyIKUClbr1q3p1q2bBSlJBWXRykW037Z91jEkSZKK2j333MOxxx7LrrvuypQpUxg0aFDWkZRnFqRU0A4//HAmTZpEaWlp1lEkibVla1m8ZrFL9iRJkmrpkEMO4Stf+Qovv/wyX/ziF7OOowxYkFJBO/zww1mzZg2vvvpq1lGkBsclezX38aqPASxISZIkbYVPP/2UX/7yl6SU2Geffbjnnnto06ZN1rGUEQtSKmj9+/cHcNmepIKwcOVCANq3csmeJElSTbz55pv07t2bK664gjfeeCPrOCoAFqRU0HbeeWf23ntvXnjhhayjSBKLVi4CnCElSZJUE0888QR9+/Zl+fLlTJgwgf333z/rSCoAFqRU8A4//HBefPFFNmzYkHUUqUFxyV7NfTZDyqbmkiRJ1XLzzTdzwgkn8MUvfpEpU6Zw6KGHZh1JBcKClAregAEDWLJkCa+//nrWUSQ1cotWlc+QcsmeJElS9XTp0oVTTz2VF198kd122y3rOCogFqRU8AYMGADgsj1JmVu0chElUULbbdpmHUWSJKlgLVy4kNGjRwNw3HHHMXr0aFq1apVxKhUaC1IqeLvvvjudO3fm+eefzzqKpAxExDYRMTki/hERMyLipxs9/u8RkSJip0rbroiImRHxdkQcW1dZFq1axE7b7kSTcPiUJEmqyvTp0+nVqxcXXHABixYtyjqOCpi/UasoDBgwgOeff96eN1LjVAoMTikdDHQDhkREX4CI6AwcDcyu2Dki9gOGA/sDQ4CbI6KkLoIsWrXI5XqSJEmb8Je//IV+/fqxfv16xo8fT/v2/t6kTbMgpaIwYMAAFixYwLvvvpt1FKnBKJYCbyq3Ine3We6rIvyvgB9Uug8wDLg/pVSaUnofmAn0rossH6/6mJ223WnLO0qSJDUy1113Haeccgr77bcfU6ZMoWfPnllHUoGzIKWiUNFHymV7UuMUESURMQ1YCIxLKU2KiJOAD1NK/9ho947AnEr35+a21dqilYu8wp4kSVIVmjZtyllnncVzzz3HrrvumnUcFQELUioKe++9N7vssgvPPfdc1lEkZSClVJZS6gZ0AnpHxEHAlcB/VrF7VPUUVT1vRFwYEVMjYmp1ehxU9JCSJBWuiBiS6yE4MyIu38Q+gyJiWq43ob9gSltp3rx5vPjiiwB8//vf5+6776Zly5YZp1KxaJp1AKk6IoIBAwbw3HPPkVIioqq/NyXVRLEs2asspbQkIiZQviyvC/CP3PtBJ+BvEdGb8hlRnSsd1gmYt4nnGwWMAujZs+dmT0jZhjIWr15sQUqSCliuZ+BNlPcXnAtMiYgxKaU3Ku3TFrgZGJJSmh0RO2cSVipyU6dOZdiwYUQE//znP2nRokXWkVRknCGlojFw4EDmzJnDrFmzso4iKY8ion3ujwcioiVwFPD3lNLOKaU9Ukp7UP5HR4+U0gJgDDA8IlpERBegKzC5tjk+Xf0pieSSPUkqbL2BmSml91JKa4H7Kf8Qo7KzgIdSSrMBUkoL85xRKnp/+tOfOPzww2nWrBljx461GKWtYkFKRWPgwIEALtuTGp8OwPiImA5MobyH1GOb2jmlNAMYDbwBPAlcklIqq22Ij1d9DOAMKUkqbNXpI7gX0C4iJkTEqxFxTt7SSUUupcR//ud/Mnz4cHr27MnkyZM56KCDso6lImVBSkVjv/32Y8cdd7QgJdWRYlmyl1KanlLqnlI6KKV0QErp6ir22SOl9HGl+yNTSl9KKe2dUnqiLnJYkJKkolCdPoJNgUOA44FjgasiYq/PPVEN+wxKjcWsWbMYMWIEzzzzDDvv7IpXbT17SKloNGnShIEDBzJhwoSso0hqhCxISVJRqE4fwbnAxymllcDKiHgeOBh4p/JONekzKDV0s2fPprS0lK5du3L77bdTUlJiX1/VmjOkVFQGDRrErFmz7CMl1YFimSFVKCxISVJRmAJ0jYguEdEcGE55b8HKHgEOj4imEbEt0Ad4M885paLx8ssv06tXL84++2xSSjRt2tRilOqEBSkVlUGDBgE4S0pS3n2y+hMAdtx2x4yTSFL+FNsfnSml9cClwFOUF5lGp5RmRMRFEXFRbp83Ke8xOJ3yi17cmlJ6PavMUiG78847OeKII2jTpg133HFH0b0nqLBZkFJR2X///dlxxx0tSEnKu49XfUzLpi3Zttm2WUeRJG1GSmlsSmmvXC/Bkbltt6SUbqm0z89TSvvlehPemFlYqUCVlZXxgx/8gPPOO4/+/fszadIk9t1336xjqYGxIKWiUtFHavz48S43kmrJ/0M188nqT5wdJUmSGoV169bx3HPP8a1vfYsnn3ySHXbYIetIaoBsaq6ic8QRR/DQQw/x/vvv88UvfjHrOJIaiY9XfWz/KEmS1KC999577LDDDrRt25bx48ez7bbODFf9ydsMqYjYJiImR8Q/ImJGRPw0t32HiBgXEe/mvrerdMwVETEzIt6OiGMrbT8kIl7LPfbrcCFro3LEEUcAMH78+IyTSGpMPln1CTu2dIaUJElqmCZMmEDv3r25+OKLASxGqd7lc8leKTA4pXQw0A0YEhF9gcuBZ1NKXYFnc/eJiP0ovyrG/sAQ4OaIKMk91++AC4Guua8hefw5lLH99tuPnXfe2YKUpLxyyZ4kSWqoRo0axdFHH0379u255pprso6jRiJvBalUbkXubrPcVwKGAXfmtt8JnJy7PQy4P6VUmlJ6H5gJ9I6IDkCblNIrqbwByl2VjlEjEBEMGjTIPlKS8urT1Z86Q0qSJDUo69ev5zvf+Q7f/OY3Oeqoo5g4cSJ77rln1rHUSOS1qXlElETENGAhMC6lNAnYJaU0HyD3fefc7h2BOZUOn5vb1jF3e+PtakSOOOII5s2bx7vvvpt1FKloWdCtvg1pA5+u/pQdWtrQU5IkNRyffPIJf/7zn/m3f/s3HnvsMbbffvusI6kRqVZT81yPpk4ppTlb3HkzUkplQLeIaAs8HBEHbO5lq3qKzWz//BNEXEj50j522223moVVQRs8eDBQ3kdqr732yjiNpIZu6ZqlbEgbnCElSZIahFmzZtG5c2d22WUXpk+fzo47+juO8q9aM6RyS+P+UlcvmlJaAkygvPfTR7lleOS+L8ztNhfoXOmwTsC83PZOVWyv6nVGpZR6ppR6tm/fvq7iqwB07dqVTp068eyzz2YdRVIj8OnqTwGcISVJkoreU089Rbdu3bj66qsBLEYpMzVZsjcxInpt7QtFRPvczCgioiVwFPAWMAY4N7fbucAjudtjgOER0SIiulDevHxyblnf8ojom5u5dU6lY9RIRASDBw9m/PjxbNiwIes4UlFyyV71fbL6EwCbmkuSpKKVUuJ//ud/GDp0KLvtthsjRozIOpIauZoUpI4AXomIf0bE9Ih4LSKm1+D4DsD43DFTKO8h9RhwHXB0RLwLHJ27T0ppBjAaeAN4Ergkt+QP4GLgVsobnf8TeKIGOdRADB48mI8//pjXX3896yiSGriKGVIu2ZMkScVo7dq1XHjhhXz3u9/lxBNP5OWXX2aPPfbIOpYauWr1kMo5rjYvlFKaDnSvYvsnwJGbOGYkMLKK7VOBzfWfUiNwxBFHAPDss89y0EEHZZxGUkPmkj1JklTM3nrrLe6++26uvPJKrr76apo0yev1zaQqVftfYUrpA2AZsAuwe6UvKRO77bYbXbt2tY+UtJVcsld9FqQkSVIxWriwvEXzQQcdxNtvv821115rMUoFo9r/EiPi68DzwFPAT3Pff1I/saTqOfLII3nuuedYt25d1lEkVSEiOm3msRPzmaU2KgpSbbdpm20QSZKkanr00UfZc889uffeewGvPK/CU5PS6GVAL+CDlNIRlC+/W1QvqaRqOuqoo1ixYgWTJ0/OOopUdPI0Q+rZiNhj440RcT5wYz4C1IVPV39KmxZtaFbSLOsokiRJm5VS4r//+78ZNmwYe+21FwMHDsw6klSlmhSk1qSU1gBERIuU0lvA3vUTS6qeI444gohw2Z5UuL4HjIuIrhUbIuKK3Pai+e1o8ZrFtNumXdYxJEmSNmvNmjWce+65/PCHP+SMM87g+eefp2PHjlnHkqpUk4LU3IhoC/yF8j8uHgHm1Ucoqbp22GEHevToYUFKKlAppbHARcATEXFARNwInAAMSCnNzTRcDXy6+lP7R0mSpIL3zDPPcPfdd3PNNddw3333se2222YdSdqkal9lL6V0Su7mTyJiPLA98GS9pJJq4Mgjj+RXv/oVK1asoHXr1lnHkYpGvpqap5SejYjzgAnAy8CRFTNui8Wnqz+lXUtnSEmSpMK0fPlytttuO0444QRee+019t9//6wjSVtUk6bm20TEv0XEQ8B3gC/V5Hipvhx11FGsW7eO559/PusokjYSEcsjYhnwBNAGOBJYWGl7UVi82iV7kiSpMD344IPssccen/XVtRilYlGTgtJdwP7Ab4DfAvsCf6yPUFJN9O/fnxYtWvDMM89kHUXSRlJK26WU2uS+N08ptap0v03W+apr8ZrFLtmTpAxFxA+zziAVmpQSV199Naeffjp77703u+++e9aRpBqp9pI9YO+U0sGV7o+PiH/UdSCpplq2bEn//v0ZN25c1lEkNUApJWdISVKeRcToyneBbsD12aSRCs+qVasYMWIEo0eP5pxzzmHUqFG0aNEi61hSjdRkhtTfI6JvxZ2I6AO8VPeRpJo7+uijef3111mwYEHWUSQ1MKvXr6a0rNQeUpKUX8tSSmfkvk4HnAovVTJq1CgeeOABfv7zn3PHHXdYjFJR2uIMqYh4DUhAM+CciJidu7878Eb9xpOq56ijjgLKrypx9tlnZ5xGKg75aGoeEYcCE1O+OqjXg8WrFwM4Q0qS8mvkRvevzCSFVGDWrl1L8+bN+fa3v02fPn049NBDs46kRuwnP/kJM2bM2OrjqzND6gTgRGAI0AUYCAzK3T5+q19ZqkPdu3dnxx13dNmeVHjOBV6NiPsj4ryI+ELWgWpq8ZpcQcoZUpJU7yLimYg4OKX0fuXtKaVPs8okFYp77rmHfffdlw8//JCSkhKLUcrcO++8w7Rp07b6+C3OkEopfbDVzy7lSZMmTTj66KN5+umnSSkREVlHkgSklC4CiIh9gOOAOyJie2A88CTwUkqpLMOIW7RkzRLAGVKSlCc/AH4VER8A/y+lND/rQFLWNmzYwJVXXsl1113HwIEDXZ6ngrFhwwaaNKlJJ6h/tfVHSgXmmGOOYcGCBbz++utZR5GKQj5X0aWU3kop/SqlNAQYDLwInA5MyluIrfTZkj1nSElSvUsp/S2lNBh4DHgyIn4cES2zziVlZfny5Zxyyilcd911XHjhhTz99NPstNNOWceSgPKCVElJyVYfb0FKDcbRRx8NwNNPP51xEkmbk1JanVIam1L6dkqpZ9Z5tqRihlTbbdpmmkOSGoson+r+NvA74NvAuxHxtWxTSdn40Y9+xOOPP85vfvMbbrnlFpo3b551JOkzGzZsqNXqpC0WpCLi0HD9k4pAp06d2HfffS1ISQ1MRGwTEZMj4h8RMSMifprbfk1ETI+IaRHxdETsWumYKyJiZkS8HRHH1ub1K3pIWZCSpPoXES8CHwK/AjoC51Hev7Z3RIzKLpmUXxs2bADg6quv5plnnuHSSy+1LYkKTj6W7BV9Q1o1HscccwzPP/88q1evzjqKVPDydJW9X9TB05QCg1NKBwPdgCER0Rf4eUrpoJRSN8qXdvxn7jX3A4YD+1N+QY6bI2Kr5xI7Q0qS8uoioGNK6eiU0lUppcdSSjNTSt8GDs86nJQPt912GwMHDmT16tVsv/32DBo0KOtIUpVq2795iwWplNJFKaUewE+AdpQ3pH0lIv4rIgbU5pd8qa4de+yxrFmzhhdeeCHrKJLKDa7tE6RyK3J3m+W+UkppWaXdWgEVFbZhwP0ppdLcVZpmAr239vWXrFlC6+atadpki9cBkSTVUkrp9bTpT0y8wrcatPXr1/O9732Pr3/962y77basXbs260jSZtV7QarSCxVtQ1o1HhVXnXjyySezjiKpDkVESURMAxYC41JKk3LbR0bEHOCr5GZIUb7EY06lw+fmtm2VJWuWODtKkgpASum9rDNI9WXJkiWccMIJ3HjjjVx22WU8/vjjbL/99lnHkjYrbwWpjV60qBrSqvHYdtttGTBgAE899VTWUSSVOzgi3o+IMbmZtWdGxIER0awmT5JSKsstzetEeR+RA3Lbr0wpdQbuAS7N7V7VqFjlp+0RcWFETI2IqYsWLarytS1ISZKk+nbeeefx7LPPMmrUKG688UaaNnVmtgpfJgUpqZAde+yxvPHGG8yZM2fLO0uqb9OBw4DfAp8AxwD/C3wcEa/X9MlSSkuACZT3hqrsXuDU3O25QOdKj3UC5m3i+UallHqmlHq2b9++ytdcsmYJ27fwE0pJklT3Klao/vznP+eZZ57hG9/4RsaJpJqxICVVcuyx5RfUcpaUtHn5aGqee515KaWnU0o3pJRG5GbWtgVOqc7xEdE+ItrmbrcEjgLeioiulXY7CXgrd3sMMDwiWkREF6ArMHlr8y9Zs4R2Ldtt7eGSJElVuummmzj//PNJKdG1a1cGDhyYdSSpRmr790S1C1IRcVxETMpdQnt0RBxaq1eW6sn+++9Pp06d7CMlFYabqtqYa1T+bjWfowMwPiKmA1Mo7yH1GHBdRLye234McFnuuWcAo4E3gCeBS1JKZVv7AywtXeoMKUmSVGfWrVvHxRdfzKWXXsrHH39MaWlp1pGkrVabGVI1WZh6M3A25b/gHwL8PCJuSindt9WvLtWDiGDIkCGMHj2adevW0axZjVrVSKpDKaVb6+A5pgPdq9h+ahW7Vzw2EhhZ29cGe0hJkqS688knn3DaaacxYcIEfvjDHzJy5EhKSrxwvRqnmizZ+yil9FJKaXFK6RngWODKesol1cqQIUNYtmwZEydOzDqKVLDytWSvmKWUWLpmqQUpSZJUaykljj32WF5++WXuuusurrvuOotRatRqUpCaFRHXRkTz3P11wPJ6yCTV2lFHHUVJSQlPPPFE1lEkFbGV61ZSlspcsidJkmotIrj++ut57rnn+NrXvpZ1HClzNSlIJeDLwJyIeBGYCUzYqKmsVBC23357+vXrZ0FKUq0sXbMUgO23sSAlSZJqLqXEDTfcwA033ADAkUceSd++fTNOJRWGahekUkpnppT2A3YHvgv8FGgF3BoRc+onnrT1jjvuOKZNm8b8+fOzjiIVJJfsbdmSNUsAnCElSZJqrLS0lPPPP59///d/Z/Lkyf7uJW2kJjOkAEgprUkpTU0p3ZZS+k5KaWBKqXN9hJNqY+jQoQBebU/SVlta6gwpSZJUcx999BGDBw/mjjvu4Mc//jH33Xdfra5GJhWq2hRaa1yQkorFQQcdxK677srYsWOzjiKpSH22ZM8ZUpIkqZpWr17NoYceyt///nf+9Kc/8ZOf/IQmTfzTWw1PbYusTesoh1RwIoKhQ4cyevRo1q1bR7NmzbKOJKnIOENKkiTVVMuWLbnyyivp1q0bhxxySNZxpIJlmVYN2tChQ1m2bBkvv/xy1lEkFaFlpcsAZ0hJkqTNSykxcuTIz1ZnXHDBBRaj1Ci4ZE/ahKOOOopmzZrx+OOPZx1FKjg21tyyiiV7bVq0yTiJJEkqVKtXr+ass87iRz/6EY8++mjWcaS8iQgLUtKmbLfddgwYMMCClKStsqx0GUHQunnrrKNIkqQC9OGHHzJgwAD+9Kc/8bOf/Yybb74560hS3liQkrbg+OOP54033mDWrFlZR5FUZJaVLqNNizZeFUeSikhEDImItyNiZkRcvpn9ekVEWUScls98ajjmz59Pr169ePPNN3n44Ye5/PLL/Z1BjUpt/71bkFKDd/zxxwM4S0raiEv2tmxp6VKX60lSEYmIEuAm4DhgP+DMiNhvE/tdDzyV34RqSL7whS9w3nnn8fLLLzNs2LCs40iZcIaUtBl77bUXe+65pwUpSTW2rHSZV9iTpOLSG5iZUnovpbQWuB+oqlLwbeDPwMJ8hlPx27BhA9dccw1vvfUWEcF//dd/cdBBB2UdS8qES/akajjhhBP461//ysqVK7OOIhUMZ0ht2bLSZV5hT5KKS0dgTqX7c3PbPhMRHYFTgFvymEsNwIoVKzjttNP4z//8T+67776s40iZsyAlVcMJJ5xAaWkpzz77bNZRJBWRih5SkqSiUVVDk43/WroR+GFKqWyzTxRxYURMjYipixYtqqt8KlIffPAB/fv355FHHuHGG2/kJz/5SdaRpMxZkJKq4fDDD6dNmzZehlVSjViQkqSiMxfoXOl+J2DeRvv0BO6PiFnAacDNEXHyxk+UUhqVUuqZUurZvn37eoqrYvDmm2/Su3dvZs2axdixY7nssstsXi5hQUqqlubNm3Psscfy2GOPsWHDhqzjSCoSy0qXsV3z7bKOIUmqvilA14joEhHNgeHAmMo7pJS6pJT2SCntATwIfCul9Je8J1XR6NKlC8cccwwTJ07k2GOPzTqOVDAsSEnVdOKJJ7JgwQJeffXVrKNIKhI2NZek4pJSWg9cSvnV894ERqeUZkTERRFxUbbpVEzKysq4/vrrWbx4Mdtssw1//OMf2WeffbKOJRWU2hakmtZhFqmgDR06lCZNmvDoo4/Sq1evrONIKnBlG8pYuW6lM6QkqciklMYCYzfaVmUD85TSefnIpOKybNkyzjzzTMaOHUubNm24+OKLs44kFSRnSEnVtOOOO9KvXz/7SEk5XmVv81asXQFgDylJkhqRf/7zn/Tt25ennnqKm2++2WKUtBlNmjSpVUscC1JqVIYNG8a0adOYPXt21lEkFbhlpcsA2K6FM6QkSWoMJk6cSO/evfnoo48YN26cxShpC4pmhlREdI6I8RHxZkTMiIjLctt3iIhxEfFu7nu7SsdcEREzI+LtiDi20vZDIuK13GO/Di9xoGo66aSTABgzZswW9pTU2C1fuxzAJXuSJDUSu+++Oz179mTy5MkcccQRWceRCl4xzZBaD3w/pbQv0Be4JCL2Ay4Hnk0pdQWezd0n99hwYH9gCOWXYy3JPdfvgAuBrrmvIXn8OVTE9tprL/bee28LUpK2qGKGlEv2JElquNavX8/NN9/M+vXr6dChA0899RRf+tKXso4lFYWimSGVUpqfUvpb7vZyyq960REYBtyZ2+1O4OTc7WHA/Sml0pTS+8BMoHdEdADapJReSeU/+V2VjpG2aNiwYUyYMIGlS5dmHUVSAVtempsh5ZI9SZIapMWLF3PcccdxySWXMHbs2C0fIOlfFE1BqrKI2APoDkwCdkkpzYfyohWwc263jsCcSofNzW3rmLu98XapWk466STWrVvHE088kXUUKVM2Nd88l+xJktRwvfXWW/Tp04fnnnuO22+//bPWHpKqr+gKUhHRGvgz8N2U0rLN7VrFtrSZ7VW91oURMTUipi5atKjmYdUg9e3bl/bt2/PII49kHUVSAXOGlCRJDdOzzz5L3759WbJkCePHj2fEiBFZR5KKUjH1kCIimlFejLonpfRQbvNHuWV45L4vzG2fC3SudHgnYF5ue6cqtn9OSmlUSqlnSqln+/bt6+4HUVErKSnhpJNOYuzYsaxduzbrOJIKlDOkJElqmLbffnv23XdfpkyZwmGHHZZ1HKloFU1BKnclvNuAN1NKv6z00Bjg3Nztc4FHKm0fHhEtIqIL5c3LJ+eW9S2PiL655zyn0jFStZx88sksW7aMCRMmZB1FyoxL9jbPGVKSJDUca9eu5cEHHwSgZ8+evPzyy+y+++4Zp5KKWzEt2TsM+BowOCKm5b6GAtcBR0fEu8DRufuklGYAo4E3gCeBS1JKZbnnuhi4lfJG5/8EbAakGjnyyCNp1aoVf/nLX7KOIqlALV+7nKZNmtKipEXWUSRJUi0sWrSIo446itNPP52///3vQPkf0pJqp7YFqaZ1mGWzUkovUnX/J4AjN3HMSGBkFdunAgfUXTo1Ni1btmTIkCE88sgj/Pa3v6VJk0z6+0uZKpYZUhGxDfA80ILycevBlNKPI+LnwInAWso/nBiRUlqSO+YK4AKgDPhOSumpmr7uirUraN28tb+wSpJUxF577TVOOukkFixYwL333kv37t2zjiQ1GEWzZE8qNCeffDLz5s1jypQpWUeRtHmlwOCU0sFAN2BIRPQFxgEHpJQOAt4BrgCIiP2A4cD+wBDg5ogoqemLLl+73P5RkiQVsUcffZR+/fpRWlrK888/z5lnnpl1JKlBsSAlbaUTTjiBpk2b8tBDD215Z0mZSeVW5O42y32llNLTKaX1ue0T+b8LXgwD7k8plaaU3qd8eXfvmr7u8tLltG7eupbpJUlSVpYvX/5Z8/JevXplHUdqcIqph5RUUNq2bcvgwYN5+OGHi2bpktRYRURJREyj/Eqs41JKkzba5Xz+r59gR2BOpcfm5rbVyIq1K2xoLklSkVmzZg3PP/88AGeddRYvv/wyHTvW+NcASdXgDCmpFk455RTeffdd3njjjayjSNqMlFJZSqkb5bOgekfEZ30EI+JKYD1wT8Wmqp6iqueNiAsjYmpETF20aNG/PFbRQ0qSJBWHBQsWMGjQII499ljmzZsHQNOmeWubLDU6FqSkWhg2bBgR4bI9qUjkmpZPoLw3FBFxLnAC8NX0f1Md5wKdKx3WCZi3iecblVLqmVLq2b59+395zIKUJEnF429/+xu9evXitdde495772XXXXfNOpLU4LlkT6qFDh060K9fPwtSapSKZalqRLSPiLa52y2Bo4C3ImII8EPgpJTSqkqHjAGGR0SLiOgCdAUm1/R1V6xdYVNzSZKKwIMPPkj//v2JCF566SVOOeWUrCNJjYIzpKRa+vKXv8y0adN47733so4iqWodgPERMR2YQnkPqceA3wLbAeMiYlpE3AKQUpoBjAbeAJ4ELkkpldX0RVesXUGrZq3q6meQJEn15NVXX6V79+5MmTKFbt26ZR1HajScISXV0pe//GUA/vznP2ecRFJVUkrTU0rdU0oHpZQOSCldndu+Z0qpc0qpW+7rokrHjEwpfSmltHdK6YlNP/um2dRckqTCtXLlys/6wI4cOZK//vWv7LLLLhmnkhoXZ0hJtbTHHntwyCGHWJCS9JkNaQMr1620h5QkSQVozpw5HH744Rx99NGsWrWKJk2a0KJFi6xjSY2OBSmpDpx66qlMmjSJOXPmbHlnSQ3eqnXlLalcsidJUmGZOHEivXr1YubMmfzhD39g2223zTqS1Gi5ZE+qA6eeeiqAzc3VqBRLU/MsrFi7AsAZUpIkFZC7776bQYMG0apVKyZOnMjQoUOzjiQ1as6QkurAXnvtxYEHHsgDDzyQdRRJBaCiINWquTOkJEkqBCkl/vSnP3HooYcyefJk9ttvv6wjSY2eBSmpjpx++um89NJLfPjhh1lHkZSxlWtXAs6QkiQpa8uXL2f+/PlEBPfddx9PP/00O+64Y9axJOGSPanOnH766YBX25Pkkj1JkgrB+++/T79+/TjllFPYsGEDrVu3plmzZlnHkpTTpEkTC1JSXdhnn3044IADXLYniZXrymdI2dRckqRsPP/88/Tu3Zu5c+dy7bXX0qSJf7pKhaakpKRWx/u/WqqkYtnevHnzso4i1Tubmm+aS/YkScrObbfdxlFHHcWOO+7I5MmTOeqoo7KOJKkKAwYM4Kqrrtrq4y1ISZWcfvrppJR48MEHs44iKUM2NZckKRtr1qzhhhtuYPDgwUycOJGuXbtmHUnSJgwaNIirr756q4+3ICVVsu+++3LggQcyevTorKNIypBL9iRJyq8lS5awevVqttlmG/7617/y2GOP0bZt26xjSapHFqSkjZxxxhm89NJLzJ07N+sokjJSsWTPGVKSJNW/d955hz59+nDRRRcB8IUvfIGmTZtmnEpSfbMgJW3kK1/5CoDNzaVGzBlSkiTlxzPPPEOfPn349NNPueCCC7KOIymPLEhJG+natSvdu3d32Z7UiK1cu5IWJS0oaVK7K4dIkqSqpZS46aabGDJkCJ06dWLKlCkMGDAg61iS8siClFSFr3zlK0ycOJFZs2ZlHUVSBlauW8m2zbbNOoYkSQ3WokWLuOqqqzj++ON5+eWX2WOPPbKOJCnPLEhJVahYtvenP/0p4ySSsrBq3Sr7R0mSVA+WLVtGSomdd96ZiRMn8vDDD7PddttlHUtSBixISVXYY4896Nu3L/fdd1/WUSRlYOW6lfaPkiSpjs2YMYPu3bvz3//93wDstddeNGnin6RSY+X/fmkThg8fzj/+8Q/efPPNrKNIyrNV61a5ZE+SpDr0+OOPc+ihh7Jy5UoGDhyYdRxJBcCClLQJZ5xxBhHB/fffn3UUSXm2cu1Kl+xJklQHUkrccMMNnHjiiey5555MmTKFvn37Zh1LUgGwICVtQocOHRg0aBD33XcfKaWs40jKI2dISZJUN2bMmMEPf/hDTjvtNF544QU6d+6cdSRJBcKClLQZZ511Fu+++y5/+9vfso4iKY9WrVtlDylJkmqhtLQUgAMOOICXXnqJP/3pT7Rq5dgq6f9YkJI249RTT6VZs2bce++9WUeRlEfOkJIkaetNmzaNffbZh0cffRSAPn36EBEZp5JUaCxISZvRrl07hg4dyn333UdZWVnWcSTliQUpSZK2zkMPPcRhhx3G+vXr6dixY9ZxJBUwC1LSFpx11lnMnz+f5557LusokvJk5bqVLtmTJKkGUkpce+21nHrqqRx44IFMnjyZHj16ZB1LUgGzICVtwYknnkjr1q255557so4iKU9WrVtFy2Yts44hSVLRGDt2LFdddRVnn302EyZMoEOHDllHklTgLEhJW9CyZUu+/OUv8+c//5k1a9ZkHUeqM149smrrytaxfsN6l+xJklQNFW0thg4dyuOPP85dd93FNttsk3EqScXAgpRUDWeffTZLly7lscceyzqKpHq2ev1qAAtSkiRtwZQpUzjggAN44403iAiGDh1q83JJ1WZBSqqGwYMH06FDB+6+++6so0iqZ6vWrQIsSEmStDn33XcfAwYMYM2aNWzYsCHrOJKKkAUpqRpKSko466yzGDt2LJ988knWcSTVo4qCVMum9pCSpGIUEUMi4u2ImBkRl1fx+FcjYnru6+WIODiLnMVqw4YN/OhHP+Kss86id+/eTJ48mQMOOCDrWJKKkAUpqZrOPvts1q1bx+jRo7OOIqkeOUNKkopXRJQANwHHAfsBZ0bEfhvt9j4wMKV0EHANMCq/KYvbLbfcwsiRI/n617/OuHHjaN++fdaRJBUpC1JSNR188MHsv//+/PGPf8w6iqR6ZEFKkopab2BmSum9lNJa4H5gWOUdUkovp5QW5+5OBDrlOWNRqrgYygUXXMB9993HqFGjaN68ecapJBUzC1JSNUUE55xzDq+88gozZ87MOo7UaETENhExOSL+EREzIuKnue2n5+5viIieGx1zRW6pxtsRcWxNXm/1uvKm5i2buWRPkopQR2BOpftzc9s25QLgiaoeiIgLI2JqRExdtGhRHUYsPi+99BKHH344n376KS1atGD48OE2L5dUaxakpBr46le/SkQ4S0rKr1JgcErpYKAbMCQi+gKvA18Gnq+8c25pxnBgf2AIcHNuCUe1OENKkopaVVWSVOWOEUdQXpD6YVWPp5RGpZR6ppR6NuZlaXfccQdHHHEECxcuZPHixVs+QJKqyYKUVAMdO3bkqKOO4q677vJqIlKepHIrcneb5b5SSunNlNLbVRwyDLg/pVSaUnofmEn5Eo5qWb0+N0PKpuaSVIzmAp0r3e8EzNt4p4g4CLgVGJZS8oo1VSgrK+Pf//3fGTFiBAMHDmTSpEl86UtfyjqWpAbEgpRUQ+eccw6zZs3ipZdeyjqK1GhERElETAMWAuNSSpM2s3tNl2v8i8+usueSPUkqRlOArhHRJSKaUz5jdkzlHSJiN+Ah4GsppXcyyFgUrrrqKm644Qa+/e1v88QTT9CuXbusI0lqYJpmHUAqNqeccgqtWrXizjvv5PDDD886jtQopJTKgG4R0RZ4OCIOSCm9vonda7Jc40LgQoDddtsNqNRDyhlSklR0UkrrI+JS4CmgBLg9pTQjIi7KPX4L8J/AjpQv6QZYn1LquannbKwuu+wy9t57b84999yso0hqoJwhJdVQq1atOO200xg9ejSrVq3KOo601YqxGWlKaQkwgfLeUJtSreUauef7XH+Qz5bsOUNKkopSSmlsSmmvlNKXUkojc9tuyRWjSCl9PaXULqXULfdlMSpn/PjxDB8+nPXr17PLLrtYjJJUr/JWkIqI2yNiYUS8XmnbDhExLiLezX1vV+mxKq+QFBGHRMRrucd+HcX4F5WK3ogRI1i+fDkPP/xw1lGkBi8i2udmRhERLYGjgLc2c8gYYHhEtIiILkBXYHJ1X88ZUpKkxuiWW27hmGOOYfr06Xz88cdZx5HUCORzhtQdfP4T7cuBZ1NKXYFnc/e3dIWk31G+vKJr7mtzn5JL9eLwww+nS5cu3HHHHVlHkRqDDsD4iJhOeW+QcSmlxyLilIiYCxwKPB4RTwGklGYAo4E3gCeBS3JL/qrFGVKSpMZk3bp1XHrppVx88cUcc8wxTJw4kS984QtZx5LUCOStIJVSeh74dKPNw4A7c7fvBE6utP1zV0iKiA5Am5TSKymlBNxV6Rgpb5o0acK5557Ls88+y+zZs7OOIzVoKaXpKaXuKaWDUkoHpJSuzm1/OKXUKaXUIqW0S0rp2ErHjMwt1dg7pfRETV5v9brVtChpQZNwVbskqeH7+te/zk033cS///u/M2bMGNq0aZN1JEmNRNa/be+SUpoPkPu+c277pq6Q1DF3e+PtUt6dc845pJS46667so4iqQ6tWb+GbZpuk3UMSZLy4rLLLuOOO+7g5z//OSUlJVs+QJLqSNYFqU3Z1BWSqn3lJCi/elJETI2IqYsWLaqzcBJAly5dGDRoEHfccQflE/YkNQSr1692uZ4kqUF76qmnuOqqqwDo0aOHzcslZSLrgtRHuWV45L4vzG3f1BWS5uZub7y9SlVdPUmqS+effz7//Oc/eeGFF7KOIqmOrF6/2obmkqQGKaXEjTfeyNChQ3n00UdZuXJl1pEkNWJZF6TGABXl+HOBRypt/9wVknLL+pZHRN/c1fXOqXSMlHennnoq2223HbfffnvWUSTVkTXr1zhDSpLU4Kxdu5YLL7yQ733vewwbNowXX3yRVq1aZR1LUiOWt4JURNwHvALsHRFzI+IC4Drg6Ih4Fzg6d39LV0i6GLiV8kbn/wRq1KxWqkvbbrstZ555Jg888ADLli3LOo6kOrB6nTOkJEkNS0qJk046iVtvvZWrrrqKBx98kNatW2cdS1Ij1zRfL5RSOnMTDx25if1HAiOr2D4VOKAOo0m1MmLECEaNGsXo0aP5+te/nnUcSbVkU3NJUkMTEVxwwQWcd955DB8+POs4kgRkv2RPKnp9+vRh33335bbbbss6iqQ6YFNzSVJDMWbMmM+uCH366adbjJJUUCxISbVU8YnTxIkTeeONN7KOI1VbeSs+bcwZUpKkYpdS4rrrruPkk09m1KhRbNiwIetIkvQ5FqSkOvC1r32NZs2aOUtKagBWr1tNi5IWWceQJGmrrFmzhq997WtcccUVfOUrX2HcuHE0aeKffZIKj+9MUh3YeeedGTZsGHfddRelpaVZx5FUC15lT5JUrEpLSzniiCO45557uPbaa7n33ntp2dIxTVJhsiAl1ZELLriAjz/+mDFjxmQdRVItrFm/xqvsSZKKUosWLTj++ON56KGHuPLKK12eL6mgWZCS6sjRRx9N586dufXWW7OOIqkW7CElSSo2DzzwAC+//DIAP/rRjzjllFMyTiRJW2ZBSqojJSUlnH/++YwbN45Zs2ZlHUfaIj81rZoFKUlSsdiwYQM/+clPOOOMM/jFL36RdRxJqhELUlIdOv/884kIm5tLRSqlxJr1a2xqLkkqeCtXruQrX/kKP/3pTznvvPO47777so4kSTViQUqqQ7vtthtDhgzh9ttvZ/369VnHkVRD6zasI5Fsai5JKmiffvophx9+OH/+85/5xS9+we23306LFn6YIqm4WJCS6tg3vvEN5s2bx9ixY7OOIm2WS/Y+b836NQAu2ZMkFbS2bdtywAEH8Nhjj/H973/fMV1SUbIgJdWx448/ng4dOvCHP/wh6yiSasiClCSpkN1///3MmTOHJk2acNdddzF06NCsI0nSVrMgJdWxZs2aMWLECMaOHcvs2bOzjiOpBioKUvaQkiQVkrKyMi6//HLOPPNM/vu//zvrOJJUJyxISfXg61//Oiklm5uroDm9//M+K0g1tSAlSSoMy5cv55RTTuH666/noosu4pe//GXWkSSpTliQkupBly5dOOaYY7jttttsbi4VkYqCVMumNjWXJGVvzpw59OvXj7Fjx3LTTTfxu9/9jmbNmmUdS5LqhAUpqZ5885vf5MMPP7S5uVRESteXAs6QkiQVhu2335527drx5JNP8q1vfSvrOJJUpyxISfXkhBNOoEOHDvz+97/POopUJZfsfV5pWXlByqbmkqQsPfjgg6xatYo2bdrw3HPPcdRRR2UdSZLqnAUpqZ40a9aM888/nyeeeIIPPvgg6ziSqsGm5pKkLK1fv57vfve7nH766fzmN78B/ABJUsNlQUqqR9/4xjcAuPXWWzNOIn2ev+B+nkv2JElZWbJkCccffzz/8z//w/e+9z2+//3vZx1JkuqVBSmpHu2+++4MHTqUW2+9lXXr1mUdR9IWVMyQcsmeJCmf3n33Xfr27cv48eO59dZb+eUvf0nTpk2zjiVJ9cqClFTPvvnNb7JgwQIeffTRrKNI/8IZUp9X0UPKJXuSpHxq0qT8z7JnnnmGCy64IOM0kpQfFqSkejZ06FA6d+7MLbfcknUU6V9YkPo8l+xJkvIlpcQTTzxBSokvfelLzJgxgwEDBmQdS5LyxoKUVM9KSkr4xje+wbhx45g5c2bWcaTPWJD6PGdISZLyYe3atVx00UUMHTqU0aNHA+W/M0pSY2JBSsqDCy64gJKSEv7whz9kHUXSZjhDSpJU3z7++GOOOeYYRo0axRVXXMHpp5+edSRJ2ipr1q/hx+N/vNXHW5CS8mDXXXflxBNP5H//938pLS3NOo4EOEOqKs6QkiTVpxkzZtC7d28mTpzI3XffzX/913991j9KkopN6fpSrn7+6q0+3nc/KU8uuugiFi1axMMPP5x1FAkonoJURGwTEZMj4h8RMSMifprbvkNEjIuId3Pf21U65oqImBkRb0fEsdV9LWdISZLq04IFC1i/fj3PPfccX/3qV7OOI0mZsiAl5cnRRx9Nly5d+P3vf591FAkonoIUUAoMTikdDHQDhkREX+By4NmUUlfg2dx9ImI/YDiwPzAEuDkiqtWYo7SslCbRhKZNvNS2JKlupJSYNGkSAEceeSTvvPMOffr0yTiVJGXPgpSUJ02aNOHCCy9kwoQJvPXWW1nHkYqmIJXKrcjdbZb7SsAw4M7c9juBk3O3hwH3p5RKU0rvAzOB3tV5rdL1pS7XkyTVmdLSUkaMGEHfvn2ZOHEiANtss03GqSSpMFiQkvJoxIgRNG3alDvvvHPLO0v1rFgKUgARURIR04CFwLiU0iRgl5TSfIDc951zu3cE5lQ6fG5uW1XPe2FETI2IqYsWLaK0rNTlepKkOvHRRx9xxBFHcOedd3L11Vc7K0pSg1PbvycsSEl5tMsuuzB+/Hh+8pOfZB1F4tRTT+XVV1/NOka1pJTKUkrdgE5A74g4YDO7VzUypk0876iUUs+UUs/27dvzg8N+wPhzx9dBYklqGCacOyHrCEVp2rRp9OrVi2nTpvHAAw9w1VVXFdUHQZKUDzbJkPKsf//+WUeQAGjfvj3t27fPOkaNpJSWRMQEyntDfRQRHVJK8yOiA+Wzp6B8RlTnSod1AuZV5/k7telEpzad6jKyJBW1g79wcNYRitJLL71ESomXXnqJ7t27Zx1HkgqSM6QkSQUtItpHRNvc7ZbAUcBbwBjg3Nxu5wKP5G6PAYZHRIuI6AJ0BSbnNbQkqdFJKfH2228D8K1vfYvXX3/dYpQkbYYFKUlSoesAjI+I6cAUyntIPQZcBxwdEe8CR+fuk1KaAYwG3gCeBC5JKZVlklyS1CisWrWKM888k549ezJ79mwigu233z7rWJJU0FyyJ0kqaCml6cDnPmJOKX0CHLmJY0YCI+s5miRJfPjhhwwbNoy//e1vXH/99XTu3HnLB0mSLEhJkiRJ0taYPHkyJ598MsuXL+eRRx7hxBNPzDqSJOVNVHktoeqzICVJkiRJW+HOO++kRYsWPP300xxwwOYuACtJ2pg9pCRJkiSpmjZs2MD8+fMB+NWvfsWUKVMsRknSVrAgJUmSJKnBiIghEfF2RMyMiMureDwi4te5x6dHRI/qPveKFSs49dRT6d+/P8uXL6d58+bstNNOdfsDSFIj4ZI9SZIkSQ1CRJQAN1F+9dW5wJSIGJNSeqPSbscBXXNffYDf5b5v1gcffMBJJ53E66+/zq9+9Stat25d9z+AJDUizpCSJEmS1FD0BmamlN5LKa0F7geGbbTPMOCuVG4i0DYiOmzuSVesWEGvXr344IMPeOKJJ/jOd75DRO2a+UpSsWvRtAWjThi11cdbkJIkSZLUUHQE5lS6Pze3rab7/It58+bRtm1bJk2axDHHHFMnQSWp2DUvac43DvnGVh/faJbsvfrqqysi4u2sc2RsJ+DjrEMUAM9DOc+D56DC3lkHKASOE4D/Jyp4Hsp5HjwHFYppnKhq2lLain2IiAuBC3N3S5cvX/76PvvsU8t4Rc//E+U8D56DCp6Hcls1TjSaghTwdkqpZ9YhshQRUxv7OQDPQwXPg+egQkRMzTpDgXCc8P8E4Hmo4HnwHFQosnFiLtC50v1OwLyt2IeU0ihgFPhvoYLnoZznwXNQwfNQbmvHCZfsSZIkSWoopgBdI6JLRDQHhgNjNtpnDHBO7mp7fYGlKaX5+Q4qSY1dY5ohJUmSJKkBSymtj4hLgaeAEuD2lNKMiLgo9/gtwFhgKDATWAWMyCqvJDVmjakgtfWt3xsOz0E5z0M5z4PnoILnoZznwXNQwfNQzvPgOahQVOchpTSW8qJT5W23VLqdgEtq+LRFdQ7qkeehnOfBc1DB81Buq85DlL8fS5IkSZIkSflhDylJkiRJkiTlVYMqSEXEkIh4OyJmRsTlVTweEfHr3OPTI6JHFjnrWzXOw1dzP//0iHg5Ig7OImd929J5qLRfr4goi4jT8pkvH6pzDiJiUERMi4gZEfFcvjPmQzX+T2wfEY9GxD9y56HB9ZKIiNsjYmFEvL6Jx31/xPNQ6XHHiX/dz3HCccJxwvfHisc9DzSOccIxopzjRDnHiXoaJ1JKDeKL8qaF/wS+CDQH/gHst9E+Q4EngAD6ApOyzp3ReegHtMvdPq6xnodK+/2V8j4Dp2WdO4N/C22BN4Ddcvd3zjp3Rufh/wHX5263Bz4FmmedvY7PwwCgB/D6Jh73/dHzUHkfx4l/3c9xwnHCccL3R8/Dv+7ToMcJx4ga/VtwnEiOE7nHa/z+2JBmSPUGZqaU3ksprQXuB4ZttM8w4K5UbiLQNiI65DtoPdvieUgpvZxSWpy7OxHolOeM+VCdfw8A3wb+DCzMZ7g8qc45OAt4KKU0GyCl1FjPQwK2i4gAWlM+gKzPb8z6lVJ6nvKfa1N8fyznecBxYiOOE44T4DgBvj9W8DzQKMYJx4hyjhPlHCeon3GiIRWkOgJzKt2fm9tW032KXU1/xgsor2I2NFs8DxHRETgFuIWGqTr/FvYC2kXEhIh4NSLOyVu6/KnOefgtsC8wD3gNuCyltCE/8QqG74/V36fYOU6Uc5xwnKjgOFE9vj9Wf59i5zjhGFHBcaKc40T11Pj9sWm9xsmvqGLbxpcQrM4+xa7aP2NEHEH5ANK/XhNlozrn4UbghymlsvJCdoNTnXPQFDgEOBJoCbwSERNTSu/Ud7g8qs55OBaYBgwGvgSMi4gXUkrL6jlbIfH9sfr7FDvHiXKOE44TFRwnqsf3x+rvU+wcJxwjKjhOlHOcqJ4avz82pILUXKBzpfudKK9O1nSfYletnzEiDgJuBY5LKX2Sp2z5VJ3z0BO4PzeA7AQMjYj1KaW/5CVh/avu/4mPU0orgZUR8TxwMNCQBpDqnIcRwHWpfPHzzIh4H9gHmJyfiAXB98fq71PsHCfKOU44TlRwnKge3x+rv0+xc5xwjKjgOFHOcaJ6avz+2JCW7E0BukZEl4hoDgwHxmy0zxjgnFz3977A0pTS/HwHrWdbPA8RsRvwEPC1Bla5rmyL5yGl1CWltEdKaQ/gQeBbDWwAqc7/iUeAwyOiaURsC/QB3sxzzvpWnfMwm/JPdYiIXYC9gffymjJ7vj+W8zzgOFHBcQJwnKjgOOH7YwXPA41inHCMKOc4Uc5xonpq/P7YYGZIpZTWR8SlwFOUd8G/PaU0IyIuyj1+C+VXPxgKzARWUV7FbFCqeR7+E9gRuDlX0V+fUuqZVeb6UM3z0KBV5xyklN6MiCeB6cAG4NaUUpWX8SxW1fy3cA1wR0S8RvlU0x+mlD7OLHQ9iIj7gEHAThExF/gx0Ax8f3SccJzAccJxwnHCcQLHiQqOE44RFRwnyjlOlKuPcSLKZ5RJkiRJkiRJ+dGQluxJkiRJkiSpCFiQkiRJkiRJUl5ZkJIkSZIkSVJeWZCSJEmSJElSXlmQkiRJkiRJUl5ZkJIkSZIkSVJeWZCSJEmSJElSXlmQkupARIyPiKNzt6+NiF/X4NgDI+KlSvd7RMRf6yOnJCkbjhOSpNqozTgiFaqmWQeQGogfA1dHxM5Ad+CkGhw7A/hSRJSklMqAG4Dv10NGSVJ2HCckSbVRm3FEKkgWpKQ6kFJ6PiIC+DdgUEqpLCK+CFwJbJ9SOm0zx26IiBnA/hHRFZgNLImI27Z0rCSpODhOSJJqozbjiFSoXLIn1YGIOBDoAJSmlJYDpJTeSyldUM2nmAgcBvwE+H81PFaSVOAcJyRJtVEH44hUcCxISbUUER2Ae4BhwMqIOHYz+z4bER2reGgicC3wcErpw/pJKknKguOEJKk2ajKOSMXEgpRUCxGxLfAQ8P2U0pvANZR/el3Vvk2APYFPq3j4LaAUuL5+kkqSsuA4IUmqjZqMI1KxiZRS1hmkBikidgRGAkcDtwKPAuenlP6tin1/C0xJKd1Z1bEppZ/lLbgkKS8cJyRJteFYoGJnQUrKUER8CXgceMn135KkjTlOSJKkhsqClCRJkiRJkvLKHlKSJEmSJEnKKwtSkiRJkiRJyisLUpIkSZIkScorC1KSJEmSJEnKKwtSkiRJkiRJyisLUpIkSZIkScorC1KSJEmSJEnKKwtSkiRJkiRJyqv/D6IBIzCGuDVqAAAAAElFTkSuQmCC\n", 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" ] @@ -204,7 +204,8 @@ } ], "source": [ - "params = PcSaftParameters.from_json(['water_np', 'octane'], '20191105_pure_parameters.json')\n", + "params = PcSaftParameters.from_multiple_json([(['water'], '../parameters/gross2002.json'), (['octane'], '../parameters/gross2001.json')])\n", + "\n", "saft = PcSaft(params)\n", "dia_p = PhaseDiagramBinary.new_pxy_lle(saft, 500*KELVIN, 0.5, BAR, 5000*BAR)\n", "dia_t = PhaseDiagramBinary.new_txy_lle(saft, BAR, 0.5, 300*KELVIN, 364*KELVIN)\n", @@ -240,12 +241,12 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 12, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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\n", 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" ] @@ -257,7 +258,8 @@ } ], "source": [ - "params = PcSaftParameters.from_json(['acetone', 'water_np'], '20191105_pure_parameters.json')\n", + "params = PcSaftParameters.from_multiple_json([(['acetone'], '../parameters/gross2006.json'), (['water'], '../parameters/gross2002.json')])\n", + "\n", "saft = PcSaft(params)\n", "dia_p = PhaseDiagramHetero.new_pxy(saft, 450*KELVIN, (0.005, 0.9), 50*BAR, 101)\n", "dia_t = PhaseDiagramHetero.new_txy(saft, BAR, (0.001, 0.99), 273.15*KELVIN, 101)\n", @@ -297,12 +299,12 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 13, "metadata": {}, "outputs": [ { "data": { - "image/png": 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PElolpK1TW463OY53R2+6FezGoTuHcF3hiu0UW4a5D+Puq7tGxxRCCCGEECFevXrFvn37AGjWrBk7d+4kceLEBqcKdunJJXgJcePHDZdMUmwSQgghviF9wvTsaLKD1x9fU3FZRZ5/eG50pH/JmSInEypMwKeXD2513bBPbs/wA8PJODkjlZdXZv2l9fgH+hsdUwghhBAixrp+/TqFCxemRo0aPH8e/H7SzCzylGQuPrkILyBjxowopX56vsjzyoQQQohIKnfK3GxssJEbL25QdWXVSLsbXCzzWNS2r82OJju42f0mA4sP5Oyjs9RaU4v0k9MzYM8Abjy/YXRMIYQQQogYZd++fRQoUIDHjx+zefNmkiRJYnSkfzn/+DzmL83JliV8bumTYpMQQggRCqUylmJ5reUcu3eMhusaEhAUYHSkb8qYKCMjyozgTo87bGqwifxp8jPu6DjsptlRdmlZVnmv4mPAR6NjCiGEEEJEa7NmzaJChQqkTp0aDw8PSpYsaXSkrzr74CxBL4Kws7MLl/mk2CSEEEKEUh37OkyvPJ1NVzbRcUtHtNZGR/ouCzMLqmaryqaGm7jb4y4jSo/g5oubNFzXkLQT09JrZy8uP71sdEwhhBBCiGjpxo0buLi4cOzYMTJlymR0nK8KCArA+5o3OkCTJUuWcJnTpMUmpZSLUuqKUuq6UuqXrzyfQSm1Vyl1TinlrpSyMWU+IYQQ4ns65e/E4BKDmX96Pv339I8SBae/pU2QlkElBnGj2w12NtlJadvSTPOYRo4ZOSi9pDSrvVfzKfCT0TGFEEIIIaK058+f4+0dvJPx2LFj2bhxIwkSJDA41X+7+OQinx4FvwcMr53xLMJlllBQSpkDM4DygA/gqZTapLW++MWwCcBSrfUSpVQZ4HegqakyCiGEEKHxW6nfeP7hOeOPjidh7IQMLDHQ6EhhYqbMqJC5AhUyV+Dh24csOr2Iuafm0mBdA1LETUGrPK1o69SWTIkj56dvQgghhBCR1aVLl6hWrRqBgYFcuXIFS0tLoyN9l5evFzwJ/j579uzhMqcpVzYVAK5rrW9qrT8Bq4Dq/xhjD+wL+X7/V54XQgghDKeUYmqlqTTJ3YRB+wcx3WO60ZF+WKp4qRhQfAA3ut1ge+PtFLYpHNzbaaodLstc2HB5Q6TvTyWEEEIIERns2LGDQoUK8fr1a5YvXx4lCk0AJ3xOYPnckuTJk5M8efJwmdOUxaa0wL0vHvuEHPvSWaBWyPc1gfhKqaQmyCaEEEKEiZkyY1H1RVTPVp2u27uy9OxSoyP9FDNlhoudCxsabOBOjzsMLTkU78fe1FxdkwyTMzDMfRg+r32MjimEEEIIEelorZk0aRKurq5kypQJT09PChcubHSsUDvqc5Q4L+Lg4OAQbnNGtgbhfYCSSqnTQEngPhD4z0FKqXZKKS+llNeTJ09MnVEIIYQAgptvr6qzijK2ZWi5sSXrLq4zOlK4sElgw9BSQ7nd4zYb6m/AMaUjww8MJ8PkDNRYVYNdN3YRpIOMjimEEEIIESkEBQWxa9cuqlevzuHDh0mfPr3RkULtxYcXeD/05v399+TKlSvc5jVlsek+kO6LxzYhxz7TWvtqrWtprfMCA0OOvfznRFrruVprZ621c3gt8RJCCCF+hJWFFRsbbKRg2oI0WNeAzVc2Gx0p3FiYWVA9e3W2Nd7GjW436FekH0fvHaXisopkn56dSccm8eLDC6NjCiGEEEIY4smTJzx8+BBzc3Pc3Nxwc3Mjbty4RscKkwN3DsBz8PfzJ0+ePOE2rymLTZ5AFqWUrVIqFtAA2PTlAKVUMqXU35kGAAtNmE8IIYT4IfFixWN74+3kTZWXOmvrsP3adqMjhTvbxLb8Xu537vW8x7Kay0geNzm9dvUi7cS0tNnUhtMPThsdUQghhBDCZM6dO0f+/Plp2LAhWmvixo2LmVlku3ns+/be3Eusx7EAyJcvX7jNa7J/ElrrAKALsBO4BKzRWl9QSg1XSlULGVYKuKKUugqkBEaZKp8QQgjxMxJaJWRnk53kTJ6TmqtrsufmHqMjRYjYFrFpnLsxR1od4XT70zTO1ZgV51eQb24+iiwowrJzy/gY8NHomEIIIYQQEWbjxo0UKVIEf39/xo8fj1LK6Eg/bMeNHaR5nQZra2ty5swZbvOatOymtd6mtc6qtc6stR4VcmyI1npTyPduWussIWPaaK3l3aoQQogoI7F1YnY33U22ZNmotrIa7rfdjY4UofKkysO8avPw7e3LpIqTePr+KU3XNyXdpHQM2DOAOy/vGB1RCCGEECLcaK35/fffqVmzJvb29nh6euLs7Gx0rB92+ellrj+/DvfA2dkZCwuLcJs76q3xEkIIISKxpHGSsqfpHjIlzoTrClf239pvdKQIl8gqET0K9eByl8vsarKLoumLMu7oODJNzUSt1bVwv+2O1tromEIIIYQQP+Xdu3csXryYBg0acODAAdKkSWN0pJ/y16W/4BP4XPGhaNGi4Tq3FJuEEEKIcJY8bnL2Nd/3ueAUXW+p+yczZUb5zOVZX389t7rfol+Rfhy8c5DSS0qTe3Zu5p6cy3v/90bHFEIIIYQIk4cPH+Ln50e8ePE4cuQIy5cvx9ra2uhYP0VrzUrvleTwy0FAQAAlSpQI1/ml2CSEEEJEgBRxU7Cv2T6yJM1ClRVV2HF9h9GRTCp9wvSfG4ovqLYACzML2m9pj81EG/ru6svtl7eNjiiEEEII8V0nT57E2dmZ7t27A5AsWbIo3aPpb6cfnsb7sTc2T22wsLCgePHi4Tq/FJuEEEKICJI8bnL2NduHfXJ7qq+qztarW42OZHLWlta0ytuKU+1OcajlIcplKsek45PIPDUzNVbVYO/NvXKLnRAi1JRSLkqpK0qp60qpX77yfHql1H6l1Gml1DmlVGUjcgohooc1a9ZQvHhxzM3N6dSpk9FxwtVsr9lYW1jje9qXokWLEi9evHCdP/y6PwkhhBDiX5LGScreZnupsKwCNVfXZHWd1dTMUdPoWCanlKJY+mIUS18Mn9c+zPaazZyTc9h4ZSM5k+eke8HuNMndBGvLqL0kXQgRcZRS5sAMoDzgA3gqpTZprS9+MWwQwbtez1JK2QPbgIwmDytEFKS15t69e5w+fZpTp05x+vRpnj59anQsw9y7dw8fHx/ix49PihQp6Nixo9GRwo1/oD8nH5wkkVkiLty5wPjx48P9GlJsEkIIISLY37vUVV5embpr67Ko+iKaOjY1OpZhbBLYMLLMSAaVGMRq79VMOTGFdlvaMWDvANo7tadT/k6kTZDW6JhCiMinAHBda30TQCm1CqgOfFls0kCCkO8TAr4mTShEFPL48WM8PDzw9PTEw8MDLy+vz8UlMzMzsmfPTpo0aX7qlrHAoEDe+b/DP9A/vGKbxCf/T/i+9CWpTVLSp09PkAriIx+NjhVu7r69i46lsU9nT1LHpDRp0iTcryHFJiGEEMIEElklYlfTXdRYVYNmG5rx5tMbOuWPXsuxw8rKwormeZrTzLEZh+4eYvLxyfx++HfGHR1HvZz16FGwB/nT5jc6phAi8kgL3PvisQ9Q8B9jhgG7lFJdgbhAua9NpJRqB7QDSJ8+fbgHFSKyCQwM5Ny5cxw9epRjx45x7Ngxbt68CQQXluzt7alatSpOTk44OTmRO3du4sSJE+r5A4ICuPrsKmcenuHco3N4P/bG+7E3d17diaiXFPEqw7OQ/0VHbfO1ZW7VuRE2vxSbhBBCCBOJFyseWxptob5bfTpv68zrj6/5pdi/Wo7EOEopSmQoQYkMJbj54ibTPaYz/9R8VpxfQZF0RehRsAc1c9TEwkzetgghvqshsFhr/YdSqjDwp1LKQWsd9OUgrfVcYC6As7OzNI4T0c7Hjx85ceIEhw4d4tChQxw9epQ3b94AkCpVKgoXLkyHDh0oWLAg+fLlC1O/Hv9Afy4+uYinrydevl6cenCK84/P4xfgB4ClmSXZk2WnSLoitM3XlpwpcpI8TvIIeZ3hydvbmwG/DqBp06bUq1vP6DgRysLMIsI/0JN3bUIIIYQJWVlY4VbXjRYbWzBg7wBe+b1idNnR0WJXk/CQKXEmJlacyLBSw1h0ehFTPaZSz60e6ROmp2uBrrTN15aEVgmNjimEMMZ9IN0Xj21Cjn2pNeACoLU+ppSyApIBj02SUAiD+Pv74+Hhwf79+9m/fz9Hjx7Fzy+4+OPg4EDjxo0pXrw4RYsWJX369GF63+Hz2odj945xzOcYx32Oc/rh6c+FpYSxE5IvdT46OXciT6o85EmVh+zJsmNpbhkhrzOiLF26lG5tu5EuXTo6VO5AjvQ5jI4U5UmxSQghhDAxS3NLltZYSvxY8RlzZAxP3j9hdpXZsnLnCwliJ6B7oe50KdCFLVe3MOn4JPru7svwA8Npk68N3Qt2J0OiDEbHFEKYlieQRSllS3CRqQHQ6B9j7gJlgcVKqRyAFfDEpCmFMAGtNZcuXWL37t3s2bMHd3d33r59i1IKR0dHOnToQKlSpShWrBhJkyYN9bxBOgjvx94cunOIQ3cPcfjuYe6/Ca7pWllY4ZTaiY7OHcmfJj/OaZzJnCQzZirqbnIfGBjIr7/+yrhx4yhTpgxr1qwJ0z8v8d/kXa0QQghhAHMzc2a5ziJF3BSMODiCJ++fsKr2KtmN7R/Mzcypnr061bNX56TvSSYen8jUE1OZemIqdezr0Ltwb+nrJEQMobUOUEp1AXYC5sBCrfUFpdRwwEtrvQnoDcxTSvUkuFl4C6213CYnooXXr1+zZ88eduzYwY4dO7h3L7iFmZ2dHU2bNqVcuXKUKlWKJEmShHrOIB3EuUfn2H9rP/tv7+fw3cO88HsBBG/oUTxDcQrbFKawTWEcUzkSyzxWhLw2o3h5eTFhwgQ6duzIlClTsLSMWiuyIjMpNgkhhBAGUUoxvPRwUsZNSdftXamwrAKbGmwisXVio6NFSk5pnFheazljyo5hmsc05pycw+oLqymWvhi9C/emataqmJuZGx1TCBGBtNbbgG3/ODbki+8vAkVNnUuIiHLt2jW2bNnC5s2bOXToEAEBAcSPH5/y5cszaNAgKlSoQMaMGcM0580XN9l1Yxd7bu7B/bY7zz4EN8DOkiQLtXPUpkSGEhTPUJwMCTNE29v83717R9y4cSlYsCCnTp3C0dHR6EjRjhSbhBBCCIN1LtCZFHFT0GR9E0osLsH2xtuxSWBjdKxIK13CdIwrP47BJQaz4PQCJh+fTM3VNbFLYkevQr1okaeFrBATQggRJQUFBeHh4cH69evZuHEjV65cASBnzpz07t2bypUrU7hw4TCtwHn36R17b+1l5/Wd7LyxkxsvbgCQPmF6qmarSpmMZShtWzrGvPc4cOAA9erVY8mSJbi4uEihKYJIsUkIIYSIBOrmrEsS6yTUXF2TQvMLsbXRVhxTyZufb4kfOz49CvWgS4EurL+0ngnHJtBpWyeGug+lS4EudM7fmaRxpO+CEEKIyC0gIIADBw6wbt06NmzYwIMHD7CwsKBUqVJ07tyZKlWqYGtrG6Y5bzy/wdZrW9l6bSvut935FPiJOJZxKJ2xNN0LdqdC5gpkTZo12q5c+i9z586lc+fOZM6cmcyZMxsdJ1qTYpMQQggRSZTNVJbDrQ5TeXllii8qjls9NypkrmB0rEjPwsyCujnrUse+DofuHmL80fEMdR/KmMNjaJ23Nb0K98I2cdjepAshhBARKSAggP3797N27VrWr1/P06dPiRMnDpUqVaJmzZq4urqSKFGiUM8XpIPw8vVi4+WNbLiygYtPLgKQLWk2OufvjGsWV4qlL0Zsi9gR9Ioit4CAAHr16sW0adNwcXFh5cqVYfrnK8JOik1CCCEME7Il9UEgNsE/k9y01kOVUmWB8YAZ8JbgBq/XlVKxgaWAE/AMqK+1vm1I+AiSO2Vujrc5jusKVyovr8zcqnNplbeV0bGiBKUUJTKUoESGElx8cpEJRycw5+QcZnrNpK59XfoW6YtTGiejYwohhIihgoKCOHbsGCtWrGDt2rU8efKEePHiUbVqVerUqUOlSpWwtg79beABQQEcunMIt4tubLiyAd83vpgrc0pkKEG7fO2okrUKmZPI6h2AdevWMW3aNHr16sW4ceMwN5cejxFNik1CCCGM9BEoo7V+q5SyBA4rpbYDs4DqWutLSqlOwCCgBdAaeKG1tlNKNQDGAvUNyh5hbBLYcKjlIequrUvrTa25+eImw0sPj9JbC5uafXJ7FlZfyMgyI5l6YiqzvGax+sJqSmcszS/FfqF8pvIx7tYBIYQQxrh06RJLly5lxYoV3L17FysrK6pVq0aDBg1wcXEJc4HJ/bY7bhfd+OvSXzx5/wRrC2tc7Fyomb0mrlldSWId+t3oojt/f38sLS2pV68eqVKlomTJkkZHijGk2CSEEMIwIdtRvw15aBnypUO+EoQcTwj4hnxfHRgW8r0bMF0ppaLjttYJYidgS8MtdNzakVGHRnHl2RWW1FhCHMs4RkeLUtLET8OYcmP4tfivzDs5j4nHJ1JxWUXypsrLL8V+oXaO2rKDnRBCiHD39OlTVq5cydKlS/Hy8sLc3Jzy5cszatQoqlevTvz48UM9l9aa4z7HWXF+BWsuruHxu8fEsYxDlaxVqGtfl0p2lYgbK24EvpqoadeuXbRv354dO3aQLVs2KTSZmBSbhBBCGEopZQ6cBOyAGVrrE0qpNsA2pdQH4DVQKGR4WuAegNY6QCn1CkgKPDV98ohnaW7JvKrzyJEsB3139+X2y9tsbLCRNPHTGB0tykkQOwG9i/SmS4EuLD+/nLFHxlLfrT52SezoW6QvzRybYWVhZXRMIYQQUVhgYCC7du1iwYIFbNq0CX9/f/LkycPEiRNp2LAhqVKlCtN8V55eYenZpazwXsHtl7eJbR6bKlmr0NChIZWyVJIPoP6D1ppp06bRs2dPcubMSezYMbNPldFkPb4QQghDaa0DtdZ5ABuggFLKAegJVNZa2wCLgIlhmVMp1U4p5aWU8nry5Em4ZzYlpRS9i/RmQ4MNXHpyifzz8nPqwSmjY0VZsS1i0ypvKy52usi6eutIZJWI9lvaYzvFlnFHxvH642ujIwohhIhi7t69y5AhQ8iYMSOVK1fG3d2dzp07c/bsWU6fPk3Pnj1DXWh6/uE5Mz1nUmh+IbLPyM6YI2PImjQri6sv5nHfx7jVc6O2fW0pNP2HT58+0b59e7p3706VKlU4cuQIGTNmNDpWjCTFJiGEEJGC1volsB+oBDhqrU+EPLUaKBLy/X0gHYBSyoLgW+yefWWuuVprZ621c/LkySM6uklUy1aNI62OYK7MKbawGKu9VxsdKUozNzOnVo5aeLTxYG+zvTikcKD/nv6kn5SeQfsG8fR9tFwsJ4QQIpwEBgaydetWqlWrhq2tLSNHjsTBwYG1a9dy//59Jk2aRO7cuUM1V5AOYveN3dR3q0/qP1LTeVtn3vm/Y3z58fj09GFnk500z9OcBLETfH+yGG7ixInMmzePAQMGsH79+jDdrijCl9xGJ4QQwjBKqeSAv9b6pVLKGihPcNPvhEqprFrrqyHHLoWcsgloDhwD6gD7omO/pv/imMoRz7ae1F5TmwbrGnDm4RlGlhkpPYd+glKKMrZlKGNbBi9fL8YcHsPoQ6OZdHwS7fK1o0+RPqRNkNbomEIIISKJZ8+esWDBAmbOnMmdO3dIlSoVAwYMoE2bNmFeQePz2odFpxex4PQC7ry6QxLrJHRw6kDLvC1xTOkoG1mEQVBQEGZmZvTo0YNcuXLh6upqdKQYz6Qrm5RSLkqpK0qp60qpX77yfHql1H6l1Gml1DmlVGVT5hNCCGFyqYH9SqlzgCewW2u9BWgLrFNKnQWaAn1Dxi8AkiqlrgO9gH/9LInuUsZLyb7m+2iXrx1jjoyh6sqqvPR7aXSsaME5jTNu9dzw7uRNHfs6TPOYRqapmWi/uT03nt8wOp4QQggDnT17ltatW2NjY0P//v3JlCkTa9eu5e7du4wcOTLUhaYgHcTO6zupsaoGGSZnYIj7ELIkzcKq2qu43+s+UypNIU+qPFJoCoMtW7ZQsGBBXrx4gZWVlRSaIgmTrWwKaQA7g+BPqH0AT6XUJq31xS+GDQLWaK1nKaXsgW1ARlNlFEIIYVpa63NA3q8cXw+s/8pxP6CuCaJFarHMYzGn6hzypc5Hl+1dKDCvABsabMA+ub3R0aIF++T2LKmxhGElhzH+6HgWnl7I/NPzaejQkAHFBpAzRU6jIwohhDCBoKAgtm3bxsSJE9m/fz9x4sShefPmdOnSBQcHhzDN9eLDCxacXsBsr9nceHGD5HGS069IP9o5tcM2sW0EvYLoTWvN+PHj+eWXX8ibNy8fPnwgceLERscSIUy5sqkAcF1rfVNr/QlYRfAW1l/6r62uhRBCCPEP7Z3bs7/5fl59fEWBeQVYc2GN0ZGiFdvEtsx0ncmt7rfoVagXGy5vwGGWA3XW1OHMwzNGxxNCCBFB/Pz8mDNnDvb29lStWpVr164xbtw4fHx8mD17dpgKTRefXKTDlg7YTLKh7+6+pImfhhW1VnCv5z1+L/e7FJp+kJ+fH82bN6d///7UrVuXQ4cOkSaN7NYbmZiy2PR5u+oQPiHHvjQMaKKU8iF4VVPXr00UnXYZEkIIIX5GsfTFONXuFI6pHKnvVp8eO3rgH+hvdKxoJXX81IyvMJ47Pe4wqPggdt/cTd45eam2shqe9z2NjieEECKcvHr1ijFjxpAxY0Y6dOhAvHjxWLFiBTdv3qRv376hXjWjtWb7te1U+LMCOWfmZPGZxTR0aMiZ9mc42PIgDXM1JLZF7Ah+NdFbz549+fPPPxk+fDirVq0iThzZnS+yiWy70TUEFodsdV0Z+FMp9a+M0XGXISGEEOJHpU2QFvfm7nQv2J0pJ6ZQeklpfN/I4uDwljROUkaUGcGdHnf4rdRvHL57mALzC+CyzIUjd48YHU8IIcQPevz4MQMGDCB9+vQMGDCAPHnysG/fPjw9PWnYsCGWlpahmudT4CcWn1lMrlm5qLyiMheeXGBUmVH49PJhfrX5OKZyjOBXEnMMHjyY9evXM3jwYOlvFUmZstj0ebvqEDYhx77UGlgDoLU+BlgByUySTgghhIjCLM0tmewymZW1V3Lm4RnyzsnLnpt7jI4VLSWySsSQkkO43eM2v5f9nZMPTlJsUTHKLi3LoTuHjI4nhBAilB48eEDv3r3JmDEj48aNw8XFhVOnTrFjxw5Kly4d6iLG64+vGXdkHLZTbGm5sSVmyoylNZZyq/stfi3+K8niyK+04WHdunXUqVOHwMBA0qRJQ40aNYyOJL7BlMUmTyCLUspWKRULaEDwFtZfuguUBVBK5SC42CT3yQkhhBCh1MChAR5tPUgWJxkV/qzA4H2DCQgKMDpWtJQgdgJ+KfYLt7vf5o8Kf3Dh8QVKLC5BmSVlOHD7gNHxhBBC/AdfX1+6d+9OpkyZmDJlCnXr1uXSpUusXr2avHn/tW/Jf3r2/hlD9g8hw+QM9N/TnxzJcrCj8Q7OdjhLU8emxDKPFYGvIubQWjN8+HDq1KnD/fv3ef36tdGRRCiYrNiktQ4AugA7gUsE7zp3QSk1XClVLWRYb6BtyFbXK4EWWmttqoxCCCFEdGCf3B7Ptp60zNOSkYdGUnZpWe6//udiYhFe4saKS6/CvbjZ/SYTK0zk0tNLlFpSitJLSuN+293oeEIIIUI8efKEvn37kjlzZmbOnEmjRo24fPkyS5YsIWvWrKGe5+Hbh/TZ1YcMkzMw4uAISmcsjWdbT/Y020NFu4pyW1c4ev/+PQ0aNGDo0KE0a9aM/fv3y45zUYSFKS+mtd5GcOPvL48N+eL7i0BRU2YSQgghoqM4lnFYUH0BpTKWouPWjuSZk4clNZZQOUtlo6NFW3Es49CzcE86OHdg7sm5jDkyhtJLSlMyQ0l+K/UbJTOWNDqiEELESK9evWLChAlMnjyZ9+/f06RJE4YOHUqmTJnCNM+jt48Ye2Qss7xm8SnwEw0dGjKg2ABypsgZQclFgwYN2LJlC+PGjaNPnz5SyItCIluDcCGEEEKEo6aOTfFq50Wa+GlwXeFK9+3d8QvwMzpWtGZtaU33Qt252e0mU1ymcPXZVUotKUXZpWU5fPew0fGEECLG+PjxI5MmTSJTpkyMHDmSypUr4+3tzZIlS8JUaHr87jF9d/XFdootU05MoV7OelzpcoVltZZJoSmCDR48mI0bN9K3b18pNEUxUmwSQgghornsybJzos0JuhXoxlSPqRSYV4ALjy8YHSvas7a0plvBbtzodoNJFSfh/dib4ouKU+HPChy7d8zoeEIIEW0FBQWxfPlysmfPTq9evXBycuLUqVOsXr2aHDlyhHqeV36vGLJ/CJmmZGLi8YnUtq/Npc6XWFJjCXZJ7CLwFcRsK1asYNCgQQDkz5+fqlWrGpxI/AgpNgkhhBAxgJWFFVMqTWFro608fPsQ53nOzPScibRGjHjWltb0KNSDm91uMr78eE4/PE2RhUWovLwyXr5eRscTQoho5fDhwxQsWJAmTZqQOHFidu3axa5du8LU+NsvwI+JxyaSeWpmRhwcgWtWVy50usCfNf8ka9LQ93YSYRMUFMSvv/5K48aNOXToEB8/fjQ6kvgJUmwSQgghYpDKWSpzruM5SmUsRedtnam0vBK+b3yNjhUjxI0Vlz5F+nCr+y3GlB3DifsnyD8vPzVX1+T8o/NGxxNCiCjt9u3b1K9fn+LFi/PgwQOWLl2Kl5cX5cuXD/UcQTqIJWeWkGVaFnrv6o1TGie82nqxus5qsifLHoHpxZs3b6hVqxa///47bdu2Zffu3cSOHdvoWOInSLFJCCGEiGFSxUvFtkbbmFF5BgfvHMRhpgOrvVcbHSvGiBcrHv2L9edW91sMLzWcfbf24TjbkYbrGnLl6RWj4wkhRJTy/v17hgwZQvbs2dm8eTPDhg3jypUrNG3aFDOz0P+6u+/WPpzmOtFiYwtSx0vN3mZ72dlkJ05pnCIwvYDgFU1ly5Zl8+bNTJ06lTlz5hArViyjY4mfJMUmIYQQIgZSStEpfyfOdDhD1qRZabCuAQ3XNeT5h+dGR4sxEsROwOCSg7nd/Ta/Fv+VzVc2Yz/TnpYbW3LrxS2j4wkhRKSmtWbjxo3Y29szYsQIateuzdWrVxk6dChx48YN9TyXn16m6sqqlF1alhcfXrCi1gqOtzlOGdsyEZhefMnMzIzevXuzfft2unbtKo3AowkpNgkhhBAxWNakWTnc6jAjS4/E7aIb9jPs2XB5g9GxYpTE1okZWWYkt7rfomehnqzyXkW26dnosq0LD948MDqeEEJEOjdu3MDV1ZUaNWoQP3583N3dWb58OTY2NqGe45XfK3rv7E2uWbk4eOcgY8qO4XKXyzTM1RAzJb8mm8KCBQtYtmwZAPXr16dChQoGJxLhSf4rEkIIIWI4CzMLBpYYiGdbT1LHT03N1TVptK4RT98/NTpajJI8bnImVJjAjW43aJOvDXNOziHz1Mz8sucXWXEmhBCAv78/v//+Ow4ODhw+fJiJEydy6tQpSpYsGeo5gnQQi88sJtv0bEw6PokWji241vUa/Yv1x8rCKgLTi78FBATQq1cv2rRpw5o1a2SzkmhKik1CCCGEACBPqjx4tPFgeKnhuF10I+fMnKy9sFbeBJpYmvhpmOk6k8udL1PbvjbjjozDdootIw+O5O2nt0bHE0IIQxw/fhwnJyd+/fVXXF1duXz5Mj179sTS0jLUc5x6cIoiC4rQcmNLbBPb4tHWg3nV5pEibooITC6+9OrVK6pWrcqkSZPo1q0bf/31l9w2F01JsUkIIYQQn1maWzK45GBOtjtJugTpqOdWjxqra+Dz2sfoaDFO5iSZ+bPmn5zreI4ytmUYvH8wmadmZrrHdD4FfjI6nhBCmMTbt2/p1q0bRYoU4cWLF2zcuBE3NzfSpEkT6jlef3xN9+3dyT8vP7df3mZJjSUcaXUE5zTOEZhc/NO7d+8oVKgQe/bsYc6cOUyZMgULCwujY4kIIsUmIYQQQvxLrpS5ON7mOOPLj2f3jd3Yz7BnhscMgnSQ0dFiHIcUDqyvv57jrY9jn9yertu7km16NpadW0ZgUKDR8YQQIsLs37+f3LlzM23aNDp37szFixepVq1aqM/XWuN20Y0cM3IwzWMaHZw6cLnLZZo5NpO+TAaIGzcuTZo0Yc+ePbRr187oOCKCyX9hQgghhPgqCzML+hTpg3cnbwrZFKLL9i4UW1iMc4/OGR0tRipoU5B9zfaxs8lOElslpun6puSZk4ctV7fIrY5CiGjl7du3dO7cmTJlymBubs7BgweZNm0a8ePHD/Uc917do+rKqtRdW5cUcVNwvM1xZrjOIJFVoogLLr5q1qxZnDhxAoCBAweGqceWiLqk2CSEEEKIb8qUOBM7m+zkz5p/cu35NfLNyUfvnb158/GN0dFiHKUUFTJXwKudF6tqr8IvwI+qK6tSakkpjvscNzqeEEL8tCNHjpA7d25mzZpFjx49OHv2LMWLFw/1+UE6iNles8k5Myf7b+9nYoWJeLb1pEDaAhGYWnyNv78/nTp1olOnTsydO9foOMLEpNgkhBBCiO9SStEkdxOudLlC67ytmXh8Ijlm5MDtopusqjGAmTKjvkN9Lna6yMzKM7ny9AqFFxSm9praXHl6xeh4QggRZp8+fWLgwIGUKFECrTUHDhxg0qRJxIkTJ9RzXHt2jTJLytBxa0cKpC2Ad0dvehbuiYWZ9AUytWfPnlGxYkVmzZpFv379pNgUA0mxSQghhBChlsQ6CXOqzuFY62Mkj5ucumvr4rLchctPLxsdLUayNLekY/6OXO92neGlhrPrxi5yzsxJ+83tefDmgdHxhBAiVC5fvkyRIkUYPXo0zZo1+6HVTJOPTyb37NyceXiGBdUWsLvpbmwT20ZgavFffH19KViwIEeOHGHJkiWMHTsWc3Nzo2MJE5NikxBCCCHCrJBNITzbejLFZQonfE6Qa1Yueu/szSu/V0ZHi5HixYrH4JKDudntJp3yd2LhmYXYTbNj6P6hcrujECLS0lqzcOFCnJycuH37NuvWrWPRokUkSJAg1HPceXmHskvL0nNnT8raluVi54u0ytsKpVQEJhffkjJlSooXL467uzvNmjUzOo4wiBSbhBBCCPFDLMws6FawG1e7XqWFYwsmHZ9EtunZWHR6kexaZ5DkcZMztdJULnW+RJWsVRh+cDh20+yY6TkT/0B/o+MJIcRnb968oUmTJrRu3ZpChQpx7tw5atWqFerztdYsOr2IXLNy4eXrxfyq89nccDNp4qeJwNTiv2itmTlzJvfv38fc3JxFixZRuHBho2MJA0mxSQghhBA/JUXcFMyrNg+Pth5kSpyJVptakX9efg7cPmB0tBjLLokdq+us5njr42RPlp3O2zrjMMuBjZc3So8tIYThTp06Rb58+Vi1ahUjRoxg165dpEkT+iLR0/dPqbWmFq02tSJf6nyc63CO1vlay2omg3z8+JHWrVvTuXNnZs2aZXQcEUlIsUkIIYQQ4cI5jTOHWx1mWc1lPHn3hFJLSlFrdS2uP79udLQYq6BNQdybu7OxwUbMlBk1Vteg5OKSeNz3MDqaECIG0lozd+5cChcujJ+fH+7u7gwaNChM/Xz23dqH42xHtl7dyoTyE9jXfJ/0ZjLQ48ePKVu2LIsWLWLIkCEMHz7c6EgikpBikxBCCCHCjZkyo3HuxlzpcoWRpUey68Yu7GfY02NHD56+f2p0vBhJKUW1bNU43/E8s1xncfnpZQrOL0jDdQ25/fK20fGEEDHEhw8faN26Ne3bt6d06dKcOXMmTE3A/QP9GbBnAOWWliN+rPicaHOC3kV6Y6bkV1qjXLlyhfz583Py5ElWrVrFb7/9hpmZ/HmIYPJvghBCCCHCnbWlNQNLDOR6t+s0d2zONI9pZJ6amVEHR/Hu0zuj48VIFmYWdHDuwPVu1xlYfCAbL28k+/Ts9N/dXxq7CyEi1K1btyhatOjn1S9bt24ladKkoT7/9svbFFtUjDFHxtAmXxtOtjtJ3tR5IzCxCI1UqVKRNWtWDh06RP369Y2OIyIZkxablFIuSqkrSqnrSqlfvvL8JKXUmZCvq0qpl6bMJ4QQQojwlSpeKuZVm4d3R2/K2JZh0P5B2E2zY7bXbGlYbZAEsRMwssxIrna9Sn2H+ow7Og67aXbM8JhBQFCA0fGEENHM3r17cXJy4tatW2zZsoXffvstTLfNbbqyibxz8nLl6RXW1l3L3KpziRsrbgQmFt+itWbBggV8+PCBhAkTsnv3bpydnY2OJSIhkxWblFLmwAygEmAPNFRK2X85RmvdU2udR2udB5gG/GWqfEIIIYSIODmS52B9/fUcaXWEzIkz03FrR7LPyM6fZ/8kMCjQ6Hgxkk0CG5bUWMLJdidxSOFAl+1dyD0rN9uubZMm4kKIn6a1Ztq0aVSsWJG0adPi5eWFq6trqM/3D/Sn3+5+VF9VncyJM3Oq/Snq2NeJwMTiez58+EDjxo1p06YNS5YsMTqOiORMubKpAHBda31Ta/0JWAVU/8b4hsBKkyQTQgghhEkUSVeEQy0PsbXRVhLGTkizDc1wmOXA2gtrCdJBRseLkfKlzse+ZvvYUH8DAUEBuK5wpeKyipx/dN7oaEKIKOrTp0+0a9eObt26UaVKFY4ePUrmzJlDff791/cpvaQ044+Op5NzJw63OkymxJkiMLH4Hl9fX0qWLMnKlSsZPXo07du3NzqSiORMWWxKC9z74rFPyLF/UUplAGyBfSbIJYQQQggTUkpROUtlvNp54VbXDTNlRj23euSZnQe3i25SdDKAUorq2avj3cmbyRUn4+XrRZ45eeiwpQOP3z02Op4IR1prjtw9gsNMB6OjiGjq6dOnlCtXjvnz5zNw4ED++usv4sePH+rzD989jNNcJ848PMOKWiuY4ToDKwurCEwsvufUqVPkz5+fixcvsmHDBgYMGIBSyuhYIpKLrA3CGwBuWuuvrqtXSrVTSnkppbyePHli4mhCCCGECA9myoza9rU51+Ecy2ou41PgJ+qurUvuWblZ7b1abq8zQCzzWHQv1J3r3a7TJX8XFpxeQJZpWZhwdAIfAz4aHU/8hI8BH1lyZgnO85wptqgYV59dNTqSiIauX79O4cKF8fDwYMWKFYwcOTLUu5NprZnpOZPSS0qTIHYCPNp60DBXwwhOLEIjXrx4pEyZkqNHj1K9+rduThLi/5my2HQfSPfFY5uQY1/TgG/cQqe1nqu1dtZaOydPnjwcIwohhBDC1MzNzGmcuzEXOl1gRa0VBOkgGqxrQK5ZuVh6dqk0EjdAEuskTKk0hfMdz1M8fXH67u5Lzpk5WX9pvfRzimIevn3I0P1DST85PS02tsAvwI/ZrrNxSBE1VzZ9b8OhkDH1lFIXlVIXlFIrTJ0xpjp69CiFChXixYsX7Nu3j4YNQ18o8gvwo82mNnTe1pmKmSvi0dYD++T23z9RRJigoCDc3NzQWpM1a1ZOnjxJ7ty5jY4lohBTFps8gSxKKVulVCyCC0qb/jlIKZUdSAwcM2E2IYQQQhjM3Mychrka4t3Jm9V1VmNpbknzDc3JMi0L0z2m88H/g9ERY5zsybKzpdEWdjbZiZWFFbXW1KLs0rKce3TO6GjiO076nqTZ+makn5SeEQdHUCBtAXY33Y13R2/aObXj5oubRkcMs9BsOKSUygIMAIpqrXMCPUydMyZyc3OjTJkyJE6cmGPHjlGkSJFQn/vgzQNKLS7FwjMLGVxiMJsabiKRVaKICyu+6927d9StW5e6deuyfft2ALltToSZyYpNWusAoAuwE7gErNFaX1BKDVdKVftiaANglZaPzYQQQogYyUyZUS9nPc60P8OWhluwSWBD1+1dyTA5AyMPjuTZ+2dGR4xxKmSuwJkOZ5hReQbnHp0j75y8tN/cnifvpJ1BZBIQFMC6i+sovqg4zvOcWX95PR2dO3KlyxU2N9xMuUzlUErx9P1TXn18ZXTcHxGaDYfaAjO01i8AtNbSdCyCTZs2jXr16pEvXz6OHTtGlixZQn3umYdnKDC/AN6Pvfmr3l8MLz0cMxVZO73EDHfv3qVo0aJs2LCBiRMnUqlSJaMjiSjKpP8la623aa2zaq0za61HhRwborXe9MWYYVrrry6JFUIIIUTMoZTCNasrh1sd5mCLgzincWbw/sGkm5SOzls7c/35daMjxigWZhZ0yt+Ja12v0bVAVxaeWUiWaVmYeGwinwI/GR0vRnvl94qJxyZiN9WOOmvr4PPahz8q/IFPTx+mVJpClqT/+8v/lWdXDEr600Kz4VBWIKtS6ohS6rhSysVk6WIYrTXDhg2jW7duVKtWjb1795IsWbJQn7/pyiaKLSwGwOFWh6mZo2ZERRWhdOzYMfLnz8+tW7fYunUrPXv2lBVN4odJ2VgIIYQQkV7xDMXZ1ngb3h29aejQkPmn55N1WlZqra7FgdsHpI+QCSW2Tsxkl8mc73iewukK03tXb3LNysW2a9uMjhbj3Hxxkx47emAzyYbeu3qTPmF6/qr3F9e7XqdX4V4ktEr41fMuPblk4qQmZQFkAUoBDYF5SqlE/xwkGw79nKCgILp27cpvv/1Gy5YtcXNzw9raOlTnaq2ZcHQCNVbVIEfyHHi08SBPqjwRG1iEyps3b0icODHHjx/HxUXqtOLnSLFJCCGEEFFGzhQ5WVB9Abe732ZAsQEcuHOAUktKkXdOXhadXoRfgJ/REWOM7Mmys73xdrY22gqA6wpXXFe4cuVplF01EyVorTl89zC1VtfCbqodMzxnUCN7DbzaenGw5UFq5qiJuZn5N+e4+OQicSzjmChxuArNhkM+wCattb/W+hZwleDi0/+QDYd+nL+/P02aNGHGjBn06dOHBQsWYGFhEapzA4IC6Li1I31396W2fW0OtDhA6vipIzix+JbAwEAOHDgAQIUKFTh//jw5cuQwOJWIDqTYJIQQQogoJ3X81IwqOwqfnj7MqzqPQB1Iq02tSDcpHb/s+YVbL24ZHTHGqJylMuc7nuePCn9w+O5hHGY50Htnb175RcmeQJFWQFAAq7xXUXB+QYovKs6BOwcYUGwAd3rc4c+af+KUxinUc114coEcyaLkL5Oh2XBoA8GrmlBKJSP4trqo1w09kvr48SN16tRh5cqVjB07lvHjx4f6Nqv3/u+ptboWc07OoX/R/qyuszqqFj2jjdevX1O9enVKly6Nt7c3AJaWlganEtGFFJuEEEIIEWVZW1rTJl8bznU4x75m+yiWvhjjj44n89TMuK5wZevVrQQGBRodM9qLZR6LXoV7ca3rNVo4tmDS8UlknZ6VBacWyD//n/T642v+OPoHmadmpuG6hrz0e8nMyjO52+Muo8qOIk38NGGe89yjczikcIiAtBErlBsO7QSeKaUuAvuBvlpr2VUgHPj5+VGzZk02bdrEjBkz6NevX6jPffr+KWWWlGHL1S1MrzSdMeXGSCNwg924cYPChQuzY8cOZsyYgYND1Ps7QURuoVvvKIQQQggRiSmlKG1bmtK2pbn36h7zTs1j3ql5VFlZhfQJ09MqTyta5W1FuoTpvj+Z+GEp4qZgXrV5dHDuQPcd3WmzuQ0zvWYy1WUqRdMXNTpelHLv1T2mnJjC3JNzefPpDSUzlGRapWlUyVrlp35Jf/T2EY/ePcIxpWM4pjUdrfU2YNs/jg354nsN9Ar5EuHk/fv31KhRgz179jBv3jzatGkT6nNvvriJyzIX7r2+x7p666QReCTg7u5O7dq10Vqza9cuypQpY3QkEQ1JOVkIIYQQ0Uq6hOkYXno4d3vcZU2dNWRNmpVhB4aRcUpGXFe4sv7Setk9LYI5pXHiUMtDLK+1nEdvH1FsUTEa/9UYn9c+RkeL9E49OEXjvxpjO8WWyccnUyVrFTzbeuLewp1q2ar99GqQMw/PAEhDZhFq7969w9XVlT179rBo0aIwFZrOPTpHkQVFePbhGXua7pFCUyRx+vRpUqZMiYeHhxSaRISRYpMQQgjDKKWslFIeSqmzSqkLSqnfQo4fUkqdCfnyVUptCDmulFJTlVLXlVLnlFL5DH0BIlKzNLekbs667G66mxvdbjCg2ADOPDxDrTW1SDsxLT129Pj8i7cIf0opGuVqxJUuVxhUfBDrLq4j2/RsjDo4Shq5/4PWmu3XtlN2aVmc5jqx6comuhfszo1uN1hRewXOaZzD7VonH5wEIG/qvOE2p4i+Pnz4QNWqVTl48CDLli2jefPmoT73uM9xSi4uiYWZBYdbHpbVjQYLCAjg/PnzAPTo0QMvLy/s7OwMTiWiMyk2CSGEMNJHoIzW2hHIA7gopQpprYtrrfNorfMAx4C/QsZXInhXoSxAO2CW6SOLqChT4kyMLDOSOz3usKXhFkpnLM0sr1nknZMXx9mO/HH0D+6//uemViI8xI0VlxFlRnCp8yVc7FwYtH8QOWbkYP2l9QTf8RRzfQr8xOIzi8k1KxeVV1TmytMrjC8/Hp+ePvxR8Q8yJMoQ7tf09PUkS5IsJLJKFO5zi+jl48eP1KpVC3d3d5YsWUKjRo1Cfe6em3sot7QcSa2TcrjVYXIkj5IN6aONFy9eUKlSJYoVK8bjx49RShEnjjRnFxFLik1CCCEMo4O9DXloGfL1+bdPpVQCoAzBuwsBVAeWhpx3HEiklJI9k0WoWZhZ4JrVlTV11/Cg9wNmVp6JlYUVfXb3Id2kdJRZUoYFpxbw0u+l0VGjHdvEtqyrt449TfcQ1zIutdbUovyf5bnw+ILR0Uzuld8rxh0Zh+0UW1pubImZMmNpjaXc7H6TPkX6kNAqYYRcV2vNcZ/jFLQpGCHzi+jD39+f+vXrs2PHDubOnUuTJk1Cfe6GyxtwXeGKbWJbDrU8RMZEGSMuqPiuK1euULBgQQ4cOMDkyZNJkSKF0ZFEDCHFJiGEEIZSSpkrpc4Aj4HdWusTXzxdA9irtX4d8jgtcO+L531CjgkRZkmsk9Axf0dOtDnBlS5XGFJyCPde36PN5jaknJCSaiursezcMl5/fP39yUSolc1UljMdzjCt0jROPTiF42xHum7ryvMPz42OFuHuv75P3119STcpHf339CdHshzsaLyDsx3O0tSxKbHMY0Xo9W+/vM3Dtw8pbFM4Qq8jorbAwECaNm3Kxo0bmTp1aph6NK08v5I6a+qQJ1UeDrQ4QOr48nmQkXbu3EnBggV5+fIl+/bto2XLlkZHEjGIFJuEEEIYSmsdGHK7nA1QQCn15d67DYGVYZ1TKdVOKeWllPJ68uRJOCUV0VnWpFkZVmoYV7tcxaONB53zd+b0w9M0Xd+UFONTUGNVDZadWyYrnsKJhZkFXQp04WrXq7RzasdMr5lkmZaFmZ4zCQgKMDpeuLv45CItN7bEdootE49PpHKWypxsd5I9zfZQ0a4iSimT5Dh45yAAxdMXN8n1RNSjtaZDhw6sXr2asWPH0rVr11Cfu/zccpqsb0LR9EXZ03QPSayTRGBSERpr164lffr0eHh4UKxYMaPjiBgmVMWmkIasslewEEKICKO1fgnsB1wAlFLJgALA1i+G3Qe+/HlkE3Lsn3PN1Vo7a62dkydPHmGZRfSjlCJ/2vxMrDiROz3ucKTVETo4d8DL14um65uSfHxyKi6ryGyv2Tx488DouFFesjjJmOk6k9PtT5M7ZW46b+tM3jl52Xtzr9HRwsWRu0eotrIaOWfmZLX3ato7ted61+usqrOKfKlNv7+B+x13klonJWeKnCa/togahgwZwvz58/n111/p169fqM/78+yfNNvQjJIZSrKt0Tbix44fgSnFt3z69Il794IXgc+YMYOjR4+SMWNGY0OJGClUxSYd3L1xWwRnEUIIEcMopZIrpRKFfG8NlAcuhzxdB9iitf5y26pNQLOQD0EKAa+01vIbv4gQZsqMIumKMNllMnd73uVY62P0KtSLmy9u0nFrR9JMTEOBeQUYcWAEpx+cjvHNrn9G7pS52ddsH2513Xj76S3l/ixHzdU1ufH8htHRwixIB7H5ymaKLSxGsUXFOHrvKENLDuVuz7tMqzwN28S2huTSWrP7xm5K25bGTMnNDeLfpk+fzsiRI2nTpg0jR44M9XlLziyh+YbmlMpYii2NthA3VtwITCm+5cmTJ5QrV46yZcvy8eNHYseOTbx48YyOJWIoizCMPaWUyq+19oywNEIIIWKa1MASpZQ5wR+ArNFabwl5rgEw5h/jtwGVgevAe0CaDwiTMFNmFLIpRCGbQowpN4YLTy6w8fJGNl/dzFD3oQxxH4JNAhsq2VXCxc6FcpnKkSB2AqNjRylKKWrb18Y1qysTj01k9KHR2F+zp3vB7gwsPjDCmmaHF/9Af1Z5r2LskbFceHKBDAkzMMVlCq3zto4Uv3x7P/bm/pv7VMxc0egoIhJas2YN3bp1o3r16syaNSvUt3YuPrOYVhtbUTZTWTY22EgcS9nhzCjnz5+nWrVqPHjwgIULFxI7dmyjI4kYLizFpoJAY6XUHeAdoAhe9JQ7QpIJIYSI9rTW54C8//Fcqa8c00DnCI4lxDcppXBI4YBDCgcGlhjIo7eP2HZtG1uubWGV9yrmnZqHhZkFRdIVoWLmipTPVJ58qfNhbmZudPQowcrCil+L/0rLPC35dd+vTDg6gcVnFjOi9Aha52uNhVlY3r5GvPf+71lwagETjk3g7qu7OKRw4M+af1I/Z30szS2NjvfZ5qubAaicpbLBSURks3//fpo2bUrRokVZuXIlFhah+29s5fmVtNrYivKZy7Oh/gasLa0jOKn4L5s2baJx48bEjx+fgwcPUqBAAaMjCYEK7ZJvpVSGrx3XWt8J10Rh5OzsrL28vIyMIESkVKpUKQDc3d0NzSEi1rf+nJVSJ7XWzqZNFPnIzwlhSv6B/hzzOcaO6zvYfn07Zx6eASCRVSJKZyxNuUzlKJ2xNNmTZTdZU+io7qTvSXru7Mmhu4dwSOHAhPITqGhn/Oqc5x+eM8NjBlM9pvL0/VOKpS/GL0V/oXKWypHyz9ZprhMWZhacaPP/G37Kz4lgMfnnxKVLlyhcuDA2NjYcOnSIxIkTh+q8jZc3UntNbYqlL8a2xttkRZOBgoKCKFGiBB8/fmTDhg2kTSub9Irw8zM/J0L90ZDW+o5SKjGQBbD64ilDi01CCCGEEJGFpbklJTKUoESGEowuO5rH7x6z79Y+9tzcw+6bu1l/eT0AKeKmoESGEpTMUJKSGUqSM0VO6aPzH5zSOHGgxQHWX15P3919cVnuQoXMFRhffjy5U5p+gb3vG18mHZvE7JOzefvpLVWyVuGXor9QNH1Rk2cJravPrnLqwSkmlJ9gdBQRiTx58oQqVaoQO3Zstm7dGupC087rO6nnVg/nNM5sbrhZCk0G8fPz4+PHjyRMmJD169cTN25c4sSRPwsReYS62KSUagN0J3jnnzNAIeAYUCZCkgkhhIjUlFLptNb3/uO5Kl/0XhIixkoRNwUNHBrQwKEBWmtuvLjBgdsHOHAn+MvtohsACWMnpHC6whRNV5Si6YrinMZZdnP6glKKWjlq4ZrFlZmeMxlxcAR5ZuehRZ4WDC89HJsENhGe4frz64w7Mo4lZ5cQEBRAA4cG9C/a35CCV1gtPrMYM2VGw1wNjY4iIgk/Pz9q1qyJr68v7u7uZMjw1ZtY/uXgnYPUXF0T++T2bG+8Xf6eMsjDhw+pUaMGCRMmZMeOHcjOuyIyCstN792B/MBxrXVppVR2YHTExBJCCBEF7FZKuWitb395UCnVChgISLFJiC8opbBLYoddEjta52sNwK0Xtzh89zBH7h3h8N3DDL4+GAhuSG6f3J6CaQtSMG1B8qfNT87kOSNVDyAjxLaITc/CPWmepzmjD41mmsc0VnqvpFuBbvxS7BcSW4duZUZYnH14lt8P/87ai2uxNLOkVZ5W9C3al0yJM4X7tSLCx4CPLDy9kMpZKpMmfhqj44hIQGtN69atOXLkCGvWrKFgwYKhOu+k70mqrKhCxkQZ2dVkV4T89ya+79SpU1SvXp3nz5/z559/RsrbdoWAsBWb/LTWfkoplFKxtdaXlVLZIiyZEEKIyK4XsEsp5aq1vgaglBoANAJKGppMiCjCNrEttoltaerYFIAXH15w3Oc4J+6f4MT9E6y/vJ4FpxcAEMs8FrlT5sYptRP5UufDMaUjDikcIsVOZ6aWxDoJEypMoEuBLgzZP4TxR8cz5+Qc+hXtR7eC3YgX6+e3+j5y9wi/H/6drde2Ej9WfPoU7kPPwj1JFS9VOLwC01l+fjmP3j2ia4GuRkcRkcTIkSNZsWIFo0ePpm7duqE659qza1RaXomkcZKyu+lukseVlTRGcHNzo1mzZiRLlowjR46QJ08eoyMJ8Z/C0iB8PcFbTPcg+Na5F4Cl1trQLS1ickM/Ib5FGoTHDEY3CFdKlQXmADWANkABwFVr/SIirxsW8nNCRGV/33rn5evFSd+TnHp4ilMPTvHS7yUAiuDVUo6pHHFI7kDOFDmxT26PXRI7YpnHMja8CZ17dI6B+way5eoWksdJzi/FfqGDc4cw95LRWrPrxi5GHx7NwTsHSRYnGd0Ldqdz/s5RchXHp8BP2M+wJ0HsBJxsd/JfKyCkQXiwmPRzYsuWLVStWpWmTZuyZMmSUK2Kefj2IUUWFOHNpzccaXWErEmzmiCp+Kf379+TPXt2bGxsWL9+PSlTpjQ6kogBTNUgvGbIt8OUUvuBhMCOH7moEEKI6EFrvVcp1RJwB44CZbTWfsamEiL6+PLWuwYODYDggsitl7c49+gc5x6d4+yjs5x+cJp1F9ehCf4Q0cLMgixJspAtWTayJska/P9Js2KXxI6UcVNGu9sucqfMzeaGmznuc5zB+wfTe1dvxh4ZS5/Cfejg3OG7fWWCdBDrL63n98O/c/LBSdLGT8ukipNom69tlF45NsNjBjde3GBro63R7s9chN3Vq1dp3LgxTk5OzJkzJ1T/Trz++JpKyyvx6N0j9jffL4UmA7x//55YsWIRJ04c9u3bR7p06YgdO7bRsYT4rrA0CLcCOgHFAA0cBsK0bYpSygWYApgD87XWY74yph4wLOQaZ7XWjcJyDSGEEKahlHpD8N/VCogNlAUeq+B3r1prncDIfEJEV0opMiXORKbEmaiRvcbn4+/933Pl6RUuPLnAxScXufjkIleeXmHr1a34B/l/HhfXMu7n8zMlzkSGhBnIkCgD6ROmJ0PCDCSxThJlCxOFbAqxu+luDt89zPADw+m3px+jD4+mc/7OdCnQ5V+3wPkH+rPi/ArGHBnD5aeXyZIkC/OrzqepY9MovzLs5oubDN4/mEp2lahkV8noOMJgb968oUaNGsSKFYu//voLa2vr757zMeAjNVfXxPuxN5sbbqZA2gImSCq+5OPjQ/Xq1SlZsiQTJ07Ezs7O6EhChFpYejYtBd4A00IeNwL+BEJ1o69SyhyYAZQHfABPpdQmrfXFL8ZkAQYARbXWL5RSKcKQTwghhAlprWULGiEikTiWccibOi95U+f9n+MBQQHceXmHq8+ucv35dW6+uMmNFze49vwau27s4kPAh/8Zb2VhRdr4aUmbIC1p46clTfw0pIybklTxUpEyXvD/J4uTjKTWSYltETk/XS+Wvhi7mu7ihM8Jxh4Zy+hDoxl/dDz1ctajk3MnHFM5svD0QsYfHc/dV3dxTOnIqtqrqGNfB3Mzc6Pj/7T3/u+pt7YeFmYWzK4yO9IXD5VS/bXWY43OEV0FBQXRvHlzrl69yu7du0mfPv33z9FBtNzYkn239rG0xlJc7FxMkFR86cSJE9SoUYN3794xfPhwo+MIEWZhKTY5aK3tv3i8Xyl18T9H/1sB4LrW+iaAUmoVUB34co62wIy/e31orR+HYX4hhBBCCPEPFmYWZE6SmcxJMv/rOa01T98/5e6ru9x5dYc7L+9w/8394K/X9zlx/wS+b3zxC/j63bHxYwXXnM2UGekTfv8XWKNkSZKFZx+eseL8CpadW/b5eBzLOGRImIHAoEBGHRrFqEOjDEwZfi4/vYx/kD+bG26OlH8uSqk1Xz4E8gBSbIogY8eOZf369UycOJHSpUuH6pxh7sNY6b2S38v+/nkDA2E6y5Yto02bNqRNm5Y9e/aQM2dOoyMJEWZhKTadUkoV0lofB1BKFQTC0kkvLXDvi8c+wD/32cwaMvcRgm+1G6a1lr5QQgghhBARQClF8rjJSR43OU5pnL46RmvNm09vePT2EQ/fPuTRu0c8ff/089fC0wuJYxkHuySR//aOgKAAfF778PzDc9InTE9S66SRftXPj7j18hb5U+SnStYqRkf5L6+11m3+fqCUmmVkmOjswIEDDBo0iAYNGtCjR49QnbP07FJGHBxB67yt6V+0f8QGFP/i6+tLu3btKFSoEG5ubiRLlszoSEL8kO8Wm5RS5wnuyWEJHFVK3Q15nAG4HAF5sgClABvgoFIql9b65T8ytQPaAaFaBiqEECL8KaUKA8d1aLc1FUJESUopEsROQILYCciSNMv/PPfS7yVTTkzhl2K/8GvxXw1KKP4pz+w8JIsbqX9B/ecSsoGGpIjmnjx5QqNGjbCzs2Pu3LmhKqwevHOQNpvaUMa2DDNdZ0bLYmxk9enTJ2LFikWaNGlwd3cnT548xIoVtXvHiZgtNA2+qwBVARfAFihJcDHIFghLt8H7QLovHtuEHPuSD7BJa+2vtb4FXCW4+PQ/tNZztdbOWmvn5MmThyGCEEKIcNQMOKmUWqWUaqGUSvXdM4QQ0cqpB6cAcE7zQ7siiwgSxzIO7/3fGx3jX5RSu5VSjiHv8z/TWj83KlN0FRQURNOmTXn27Blr1qwhfvzvt1m89uwaNVfXJHOSzLjVdYvyTfKjklu3buHs7MyiRYsAKFCggBSaRJT33ZVNWus74XQtTyCLUsqW4CJTA4KbjH9pA9AQWKSUSkbwbXU3w+n6QgghwpHWuiOAUio7wR8+LFZKJQT2AzuAI1rrQAMjCiEimOd9T0CKTZGNtaU1H/w/fH+g6fUHJiulbgO/aq0fGJwn2ho3bhw7d+5k1qxZODo6fnf88w/PcV3hipkyY0vDLSS2TmyClALg4MGD1K5dm4CAAGxsbIyOI0S4Cc3KpnChtQ4AugA7gUvAGq31BaXUcKVUtZBhO4FnIY3H9wN9tdbPTJVRCCFE2GmtL2utJ2mtXYAywGGCdyo9YWwyIURE83rgRabEmUhincToKOILcSzj/GuXwchAa31Ka10a2ALsUEoNVUpZG50rujl8+DCDBg2iXr16tG/f/rvjA4MCabiuIbdf3mZD/Q1f3UxARIwFCxZQrlw5kiRJwokTJyhfvrzRkYQIN2FpEP7TtNbbgG3/ODbki+810CvkSwghRBSjtf5A8N/z2743VggR9Xn5epE/TX6jY4h/sLaItCubUMFNgK4As4CRQFul1ACt9Z/GJoseXr58SaNGjciYMSPz5s0LVc+lX/f+yq4bu5hXdR5F0xc1QUoBcOrUKdq0aUOFChVYvXo1iRIlMjqSEOHquyublFKFlXSGE0IIIYQQX3j6/im3X96WYlMkZGVhFSlXNoXsOH0fmETwTtUtCO4FW0ApNde4ZNFH165d8fX1ZcWKFSRIkOC741eeX8m4o+Po6NyRNvnafHe8+HlBQUEA5MuXjy1btrB161YpNIloKTS30UkDWCGEEP+ilPrD6AxCCOOc9D0JSL+myMjawjpSNggneDfptFrr8lrrwVrrLVrr61rrrkBxo8NFdWvWrGHZsmUMHjyYAgUKfHf86Qenab2pNcXSF2Oyy+SIDyi4evUqefPm5dixYwC4urpiYWHSm42EMJnQNAiXBrBCCCG+prTRAYQQxvH0DW4O7pTGyeAk4p8ia4NwrfWFbzztarIg0dD9+/fp0KEDBQoU4Ndff/3u+CfvnlBjdQ2SxkkqO8+ZyJ49e6hbty7m5uYEBAQYHUeICBfqBuHSAFYIIYQQQvzNy9eLbEmzkSD292/VEaYVWRuEf4vWWnag/kFaa1q1aoWfnx9//vknlpaW3xwfGBRIo78a8ejtI9bXX0/KeClNlDRm0lozY8YMXFxcsLGxwdPTk+LFZSGfiP5+aM2eNIAVQggBOCqlbgHnAe8v/v9SyA6kQohozMvXi5IZSxodQ3yFtYU1AUEBBAQFYGEmt+hEdzNnzmTXrl3MnDmTrFmzfnf8iIMj2HNzD/OrzpfbYE1g48aNdOnShapVq7J8+XLix49vdCQhTCLUK5uEEEKIfzgHFAWmA8+ACsAi4JlSytvIYEKIiPXw7UPuv7kvzcEjKWtLawD8AvwMTiIi2s2bN+nbty8uLi506NDhu+N33djF8APDae7YnFZ5W5kgYcwVvNE6VKtWjcWLF7N+/XopNIkYRYpNQgghfpjW2ldrvUtr/YfWuqXW2hlIBNQ0OJoQIgL93RzcKbX0a4qMrC2Ci02RsW+TCD9aa9q2bYuFhQXz5s3jexuI3399n8Z/NSZnipzMdJ353fHix128eJHixYtz7949zMzMaN68Oebm5kbHEsKkQl1sUkpVUkqdUEpdUUqtUUoVjshgQgghIr3pXzuog10zdRghhOl4+XphpszImzqv0VHEV/y9simq9W0SYbNw4UL27dvH+PHjsbGx+eZY/0B/6rvVxy/Aj7V11xLHMo6JUsY827Zto1ChQly/fp3Hjx8bHUcIw4RlZdNMoBdQCJgLjFdKNYyQVEIIISI9rfUCozMIIYzh6etJjmQ5iBcrntFRxFf8vbLpvf97g5OIiOLr60vv3r0pWbIkbdu2/e74X/f+ypF7R5hbZS7Zk2U3QcKYR2vNhAkTqFKlCnZ2dnh6euLkJKs/RcwVlmLTY631Ea31C631HqAiMDCCcgkhhBBCiEhIa42XrxdOaeSXqMjKysIKkNvooiutNZ06deLjx4/MmzcPM7Nv/0q3/dp2JhybQEfnjjTMJWsFIsr06dPp27cvtWvX5tChQ6RLl87oSEIYKizbU9xSSo0EhmutPwH+gOw2JIQQQggRg/i+8eXRu0fSHDwSkwbh0ZubmxsbN25k3LhxZMmS5ZtjH719RIuNLXBI4cDEihNNlDBmat68OQCdO3f+bgFQiJggLP8VBBHc8PWeUuowcB1wV0p9+284IYQQQggRbXj5egHSHDwy+9wgXHo2RTsvX76kS5cuODk50bNnz2+O1VrTcmNLXvm9YmXtlZ9XvInwc/bsWWrVqsX79+9JkCABXbt2lUKTECFCvbJJa90IQCkVG3AAHEO+5imlMmmt00dMRCGEEEIIEVl4+XphrsxxTOVodBTxH2RlU/Q1ePBgnj59yvbt27Gw+PavctM8prH9+namV5qOQwoHEyWMOdavX0+TJk1InDgxPj4+ZM2a1ehIQkQqYbmNDgCt9UfgZMiXEEIIIYSIQbweeJEzRU7ZzSoSk55N0dPp06eZOXMmHTt2JF++fN8ce+7ROfrt7keVrFXolL+TiRLGDFprRo0axeDBgylYsCDr168nderURscSItKRNX5CCCGEECJUPjcHl1voIrW/b6OTlU3RR1BQEJ07dyZp0qSMHDnym2M/+H+g4bqGJLJKxIJqC1BKmShlzDBw4EAGDx5M48aNcXd3l0KTEP8hzCubhBBCCCFEzHTv9T2evn8qzcEjub9vo5OeTdHHkiVLOHbsGIsXLyZRokTfHPvLnl+4+OQiOxrvIEXcFKYJGIO0atWKpEmT0qtXLynkCfENsrJJCCGEEEKEyufm4GlkZVNkJrfRRS8vXrygX79+FC1alKZNm35zrPttd6Z6TKVL/i5UtKtoooTRn6enJz169EBrjZ2dHb1795ZCkxDfIcUmIYQQQggRKl6+XliYWZA7ZW6jo4hv+LvYJLfRRQ+DBg3i+fPnzJgx45s7nb399JaWG1til8SOMeXGmDBh9LZy5UpKlCjBhg0bePTokdFxhIgypNgkhBBCCCFCxcvXC4cUDrKFeiQnPZuij7NnzzJr1iy6dOmCo+O3d4Dsu6svd17eYXH1xcSNFddECaOvoKAgBg0aRKNGjcifPz+enp6kSpXK6FhCRBlSbBJCCCGEEN+ltebkg5PSHDwKMDczx9LMMlr2bFJKuSilriilriulfvnGuNpKKa2UcjZlvvCktaZPnz4kTpyYYcOGfXPs7hu7mX1yNr0K96Jo+qKmCRjNtWnThlGjRtG6dWv27NlD8uTJjY4kRJQiDcKFEEIIIcR33X55m+cfnktz8CjCysIq2q1sUkqZAzOA8oAP4KmU2qS1vviPcfGB7sAJ06cMP9u3b2fPnj1MnjyZxIkT/+e4V36vaL2pNdmTZWdE6REmTBi9NWrUiNy5c9O9e3fpzyTEDzBpsUkp5QJMAcyB+VrrMf94vgUwHrgfcmi61nq+KTMKEdUEBARw8+ZNLl++zNWrV7l27RrXr1/n+PHjfPr0idixYxsd0eS01gQGBhIUFIS5uTlmZmbR9k2Cv78/dnZ2RscQQsQAJx+cBKQ5eFRhbWkdHRuEFwCua61vAiilVgHVgYv/GDcCGAv0NW288BMQEECfPn2ws7OjY8eO3xzbe1dv7r+5z9FWRz/vRCh+zJEjRzh9+jRdunShXLlylCtXzuhIQkRZJis2hfaTCGC11rqLqXIJEVUEBgZy8+ZNzp8/j7e3N+fPn+fixYtcu3YNf3//z+OSJUuGnZ0dtra2xI0bl/LlyxuY2rS01ly+fJndu3fj7++PlZUVfn5+xIkTh2LFipErV65vNtaMiqZMmcL9+/f59OkTsWLFMjqOECIa8/L1wtLMklwpchkdRYSClYUVfoHRa2UTkBa498VjH6DglwOUUvmAdFrrrUqpKFtsmj9/PpcuXeKvv/765s/3vTf3suD0An4p+gsFbQr+5zjxfYsXL6Zdu3ZkypSJ1q1bY20thTshfoYpVzaF9pMIIWK8jx8/cu7cOU6fPs2ZM2c4ffo0586d4/379wAopcicOTP29vZUrVqVHDlykD17drJly0aiRImMDW+QBw8e0KFDBzZt2oSzszPz5s0jT5487N+/nwEDBrB9+3Zu3rzJiBEjqF27drQpOpUsWZJKlSqxbt06GjZsaHQcIUQ05uXrRa6UuYhtEfNWzEZF0fE2uu9RSpkBE4EWoRjbDmgHkD59+ogNFkavX79m6NChFC9enBo1avznuA/+H2i/pT1ZkmRhaKmhpgsYzQQGBtK/f3/++OMPypYty5o1a6TQJEQ4MGWx6bufRISorZQqAVwFemqt731ljBDRRlBQEFeuXOH48eN4eHjg5eXF2bNnP69WSpgwIXny5KFt27Y4OjqSK1cucuTIQdy4sssIBK9mWrlyJV26dOHDhw9MmDCBHj16YG5uDkDp0qU5duwYGzduZODAgdSrV4+8efMycuRIKlWqFOVvr6tQoQKZMmVi/vz5UmwSQkSYv5uD17Wva3QUEUpWFlbR8Ta6+0C6Lx7b8P/tNwDiAw6Ae8jP91TAJqVUNa2115cTaa3nAnMBnJ2ddUSGDquxY8fy+PFjtmzZ8s33KcMPDOfGixvsa7ZPdoj8QVpratWqxaZNm+jSpQsTJ07E0tLS6FhCRAuRrUH4ZmCl1vqjUqo9sAQo889BkfmTCCG+5/379xw/fpzDhw9z7Ngxjh8/zsuXLwFIkCABzs7O9OzZk/z585MvXz5sbW2jfEEkojx9+pSOHTvi5uZG4cKFWbx4MVmzZv3XOKUUNWrUoGrVqixfvpxhw4bh6upKkSJFGDlyJKVLlzYgffgwMzOjWbNm/Pbbb/j4+GBjY2N0JCFENHTzxU1e+r3EOU2U3dgrxommK5s8gSxKKVuCi0wNgEZ/P6m1fgUk+/uxUsod6PPPQlNk5uPjw8SJE2nUqBH58/93M/5zj84x/uh4WuVpRWnbqPs+xmhKKSpUqEClSpXo0KGD0XGEiFZMWWz63icRaK2fffFwPjDuaxNF5k8ihPin169fc+jQIdzd3Tl06BAnT54kICAApRQODg7UrVuXwoULU6hQIbJlyxZtbu+KaNu2baNVq1Y8f/6csWPH0rt378+rmf6Lubk5zZo1o0GDBixcuJCRI0dSpkwZSpcuzfDhwylWrJiJ0oevhg0bMmzYMNatW0f37t2NjiOEiIY+NwdPLc3BowprC2s+BESvlU1a6wClVBdgJ8EbDi3UWl9QSg0HvLTWm4xN+PNGjhxJYGAgo0aN+s8xgUGBtNnUhiTWSRhfYbwJ00Uf+/fv58OHD1SuXJnOnTsbHUeIaMmUxaZvfhIBoJRKrbV+EPKwGnDJhPmECBcfPnzg8OHD7NmzB3d3d06ePElgYCCxYsWiQIEC9O3bl2LFilGkSJEY21/pZ7x//54+ffowa9YsHBwc2LVrF7lz5w7THLFixaJDhw60aNGCOXPm8Pvvv1O8eHHKly/Pb7/9RuHChSMofcTImjUrDg4ObNiwQYpNQogIcdL3JLHMY+GQwsHoKCKUrCyseOn30ugY4U5rvQ3Y9o9jQ/5jbClTZAovt27dYsGCBbRr146MGTP+57gZnjPw9PVkRa0VJLFOYrqA0cTs2bPp2rUrTk5O0aKlghCRlcmWUGitA4C/P4m4BKz5+5MIpVS1kGHdlFIXlFJngW6EormfEEbTWnPu3DnGjRtH+fLlSZIkCRUqVPh8z/eAAQPYu3cvL1++5NChQ4wePZrKlStLoekHnDp1inz58jFr1ix69eqFp6dnmAtNX7KysqJ79+7cuHGD8ePHc+bMGYoUKYKLiwvHjh0Lx+QRr0qVKhw+fJhXr14ZHSVMlFJWSikPpdTZkL//fws5rpRSo5RSV5VSl5RS3b44PlUpdV0pdS5k1yEhRATzeuBFrhTSHDwqiaa30UVrw4cPx8LCgoEDB/7nmLuv7vLr3l+pZFeJBg4NTJgu6vP396dLly507NiRChUqsHPnTik0CRGBTNqz6XufRGitBwADTJlJiB/x+vVrdu/ezfbt29mxYwf37wffEZozZ046dOhA+fLlKVGiBPHixTM4afQQGBjIhAkTGDRoEClTpmTv3r2UKfOvdm4/LG7cuPTp04cOHTowc+ZMxo8fT5EiRShfvjxDhw6laNGi4XatiOLi4sKYMWPYt28fNWvWNDpOWHwEymit3yqlLIHDSqntQA6Cb73OrrUOUkqlCBlfCcgS8lUQmMXXN5sQQoQTrTUnfU9SP2d9o6OIMLC2jH630UVnV65cYenSpfTo0YM0adL857ieO3sSpIOY6TpTCiVh8OHDB6pWrcrevXvp06cPY8aM+W77BSHEz4lsDcKFiLRu3brF5s2b2bx5MwcOHMDf358ECRJQvnx5KlWqhIuLC2nTpjU6ZrRz7949mjVrhru7O7Vr12bu3LkkSRIxS8bjxYtHv3796NSpE7NmzWL8+PEUK1aM0qVLM2jQIEqXLh1p39gVLlyYOHHiRLlik9ZaA29DHlqGfGmgI9BIax0UMu5xyJjqwNKQ844rpRL94xZsIUQ4u/HiBq8+vpLm4FGMrGyKWoYNG4a1tTX9+/f/zzG7buzir0t/MarMKDImymi6cNGAlZUV2bJlo0mTJrRo0cLoOELECNKJWIj/oLXmzJkzDB06FEdHRzJlykT37t3x8fGhe/fuuLu78/TpU9zc3GjdurUUmiLA2rVrcXR0xNPTkwULFrB27doIKzR9KV68ePTt25fbt28zceJELl26RNmyZSlWrBjbtm0juM4RucSKFYuiRYty4MABo6OEmVLKXCl1BngM7NZanwAyA/WVUl5Kqe1KqSwhw9MC97443Sfk2D/nbBdyrteTJ08i+BUIEb2d9A1pDp5GmoNHJVbmVnzwl5VNUcG5c+dYtWoV3bt3J0WKFF8d8ynwE123d8UuiR29C/c2ccKoa+fOnVy8eBGlFDNmzJBCkxAmJMUmIb6gtebEiRP06dOHTJkykTdvXkaMGEHChAn5448/uHbtGpcuXWL8+PGULFkSS0tLoyNHS2/evKFVq1bUq1cPOzs7Tp8+TatWrUy+qihOnDj07NmTW7duMX36dHx8fHB1dSVfvnysWbOGwMBAk+b5nuLFi+Pt7c3Lly+NjhImWutArXUegncpLaCUcgBiA35aa2dgHrAwjHPO1Vo7a62dkydPHu6ZhYhJTj6Q5uBRkZWFFR8DPxodQ4TC0KFDSZgwIX369PnPMZOOTeLqs6tMdZkqvdNCQWvN5MmTqVy5MoMGDTI6jhAxkhSbRIz3d4GpV69eZMiQgUKFCjF16lTs7e2ZP38+Dx8+5ODBg/Tq1Qs7Ozuj40Z7Hh4e5M2bl8WLFzNw4ECOHDlClixZvn9iBLKysqJz585cv36dRYsW8f79e+rXr0+OHDmYP38+Hz9GjjfzRYsWRWvN8ePHjY7yQ7TWL4H9gAvBK5b+CnlqPfB3J/j7BPdy+ptNyDEhRATx8vUid8rcxDKPZXQUEQZyG13UcOrUKTZs2EDv3r1JnDjxV8f4vPZhxMERVM9WnUpZKpk4YdTz6dMn2rZtS8+ePalevTpLly41OpIQMZIUm0SM9PcOcgMGDCBTpkwUKlSIGTNm4OjoyJIlS3j8+DFbt26ldevW/7mcWYSvgIAARowYQZEiRfD398fd3Z2RI0dGqtVjlpaWtGjRgosXL7J27Vrix49P27ZtsbW1Zdy4cbx+/drQfPnz50cpxYkTJwzNERZKqeRKqUQh31sD5YHLwAagdMiwksDVkO83Ac1CdqUrBLySfk1CRBytNacenMIptdxCF9VYWVjxKfATQcGt70Qk9fvvv5MwYUK6dev2n2P67OpDoA5kUsVJJkwWNb148YJy5cqxYMECBg0ahJubm2zYI4RBpNgkYpR79+4xduxYcuXKhaOjI+PHjydbtmwsWrSIx48fs3nzZpo1a0aiRImMjhqj3Lp1i5IlSzJkyBDq16/P2bNnKVGihNGx/pO5uTl16tTBy8uL3bt3kyNHDvr370+6dOno37//590JTS1+/Phkz54dLy8vQ67/g1ID+5VS5wBPgns2bQHGALWVUueB34E2IeO3ATeB6wTfXtfJ9JGFiDmkOXjU9fetVh8DIsfqW/Fvly9fZt26dXTp0oWECRN+dcz+W/tZfWE1vxT9BdvEtiZOGPXEiROH2LFjs2LFCkaMGIGZmfy6K4RRZDc6Ee29ffsWNzc3li5diru7O1prihQpwowZM6hTp46sXDKQ1pqlS5fStWtXlFIsW7aMxo0bGx0r1JRSlCtXjnLlynHy5EnGjx/PhAkTmDRpEo0aNaJ3797kypXLpJmcnJzYu3evSa/5M7TW54C8Xzn+EnD9ynENdI74ZEII+KI5uKxsinKsLKwA8Avww9rS2uA04mvGjRuHlZUV3bt3/+rzAUEBdN3eFdtEtvQr2s/E6aKWHTt2UKBAAZIkScKuXbsi7e7BQsQkUuoV0VJQUBAHDhygRYsWpEqVipYtW3Lv3j2GDRvG9evXOXLkCJ06dZJCk4GePn1K3bp1adGiBXny5OHcuXNRqtD0T05OTqxatYpr167Rvn171q5dS+7cualYsSI7d+402Q52efPm5cGDBzx+/Ngk1xNCRG9/NwfPmSKn0VFEGP1dbJIm4ZHT3bt3+fPPP2nbti3/tZHFglMLuPDkAhMqTJCC4X/QWjNmzBgqV67M8OHDAaTQJEQkIcUmEa34+voyevRosmTJQqlSpfjrr79o1KgRR44c4erVqwwZMoTMmTMbHTPG2759O7lz52bTpk2MHTuW/fv3kyFDBqNjhYtMmTIxbdo07t27x+jRozl//jwuLi7kypWL+fPn8+FDxG5D7ejoCARvoyyEED9LmoNHXbHNg2+jkybhkdMff/wBQO/evb/6/OuPrxniPoTi6YtTM3tNU0aLMvz8/GjatCkDBgygfv36/P7770ZHEkJ8QYpNIsoLCAhg8+bNVKtWjXTp0jFw4EAyZMjAsmXLePjwIXPnzqVIkSLyKUck8O7dOzp27EjlypVJkiQJHh4e9OvXD3Nzc6OjhbskSZIwYMAAbt++zdKlS7G0tKRt27af/x2NqL5OuXMHb9p2/vz5CJlfCBFzSHPwqO3L2+hE5PLkyRPmzZtH06ZNSZ8+/VfHjDk8hsfvHjOx4kR5D/sVDx8+pFSpUixfvpyRI0eyYsUKrK1l9ZcQkYkUm0SUdf/+fYYPH46trS3VqlXD09OTfv36ce3aNfbt20fjxo2JEyeO0TFFiCNHjuDo6MicOXPo06cPXl5e5MmTx+hYES5WrFg0bdqUU6dO4e7uTrFixfj999/JmDEjDRs25OjRo+F6i13y5MlJnjw5Fy5cCLc5hRAx09/NwaXYFDV9vo1OGoRHOlOmTMHPz4/+/ft/9fm7r+4y6fgkmuRuIs35v+H169f89ddfDBw4UApyQkRCUmwSUYrWmr1791KrVi0yZMjA0KFDsbe356+//uLu3bv8/vvv2NnZGR1TfOHvN1PFixcnMDAQd3d3xo8fj5WVldHRTEopRcmSJdmwYQPXr1+nW7dubN++naJFi+Ls7MyiRYvC7RY7e3t7Ll68GC5zCSFirs/NwdNIsSkq+rvY9CEgYm/fFmHz+vVrpk+fTu3atcmWLdtXx/y691cARpcZbcpoUcK+ffsICAggVapUnDt3jpo15RZDISIrKTaJKOHvH8z29vaUK1eOgwcP0qdPH65fv87OnTupWbMmlpaWRscU/+Dl5YWTkxPjxo2jTZs2nDt3jhIlShgdy3CZMmXijz/+wMfHh1mzZuHn50erVq2wsbGhX79+3Lp166fmz5EjB5cuXQqntEKImOrv5uAOKRyMjiJ+gKxsipzmzZvHq1ev+OWXX776vMd9D5afX06vQr1IlzCdidNFXkFBQQwbNoyyZcsybdo0ACwsZGN1ISIzKTaJSO3atWt069aNtGnT0rVrVxIkSMCSJUvw8fFhzJgx0uw7kvr48SMDBw6kUKFCvHr1ih07djB37lzix49vdLRIJV68eHTo0AFvb2/27dtHqVKlmDhxIpkzZ8bV1ZWtW7cSGBgY5nmzZ8/Oy5cvwz+wECJGOfngJLlS5JLm4FFUbAtpEB7ZBAQEMG3aNEqWLImT079XDGqt6b2rNynipuCXYl8vRsVE79+/p0GDBvz222+0aNGCTp06GR1JCBEKUmwSkY7Wmj179lC1alWyZcvG7NmzqVGjBidOnODEiRM0a9Ysxt2CFZV4eHiQL18+Ro8eTbNmzfD29qZixYpGx4rUlFKULl2adevWcfv2bQYNGsSpU6eoUqUKmTNnZtSoUTx48CDU82XNmjUC0wohYgJpDh71SYPwyGfTpk3cuXOH7t27f/X5jVc2cvjuYUaUHkH82PIBHYCPjw/FixfHzc2NCRMmsHDhQmLHjm10LCFEKEixSUQaHz9+ZMmSJeTJk4fy5cvj4eHB4MGDuXPnDn/++ScFChQwOqL4hvfv39O3b18KFy7M69ev2b59OwsXLiRRokRGR4tSbGxsGD58OHfv3mXt2rXY2dkxaNAg0qdPT+3atdm1axdBQUHfnCNLliwmSiuEiK5uvrjJS7+X0q8pCottHvwL+cdAuY0uspg8eTIZM2akWrVq/3ouMCiQgfsGki1pNlrlbWVAusjp8ePH+Pr6smXLFnr37i2NwIWIQqTYJAz34sULRo8eja2tLS1atCAoKIiFCxdy9+5dfvvtN1KnTm10RPEdBw4cwNHRkQkTJtC6dWu8vb1xcXExOlaUZmlpSZ06ddizZw9Xrlyhe/fuHDhwgIoVK2JnZ8eoUaPw9fX96rkZMmTA3NzcxImFENHJyQchzcFlZVOUJSubIpdTp05x6NAhunbt+tWf0SvOr+Dik4uMLDMSCzPpReTl5QVAvnz5uHnzJpUrVzY4kRAirKTYJAxz7949evXqRbp06Rg4cCC5cuVix44dnDt3jpYtW8oS2Sjg5cuXtGvXjlKlShEYGMjevXuZO3cuCRMmNDpatJI1a1YmTJjA/fv3WbFiBba2tp9XO1WtWpUNGzbg7+//ebylpSUZMmQwMLEQIqo76XsSSzNLaQ4ehUmD8MhlypQpxIsXj9atW//ruU+BnxjqPpR8qfNRK0ctA9JFHoGBgfzyyy/kz5+fTZs2AWBtbW1wKiHEj5BikzC5ixcv0rx5czJlysTUqVOpUaMGZ86cYefOnVSsWFGWx0YBWmv++usv7O3tWbBgAb179+b8+fOUKVPG6GjRWuzYsWnYsCF79+7l2rVr9O3bFy8vL2rWrEm6dOno16/f513oMmXKZHBaIURUdvLBSXKlzPW5ybSIeqRBeOTx8OFDVq5cScuWLb/6gdz8U/O59fIWo8qMwkzF3F/P3rx5Q82aNRk7diwdOnSgUqVKRkcSQvyEmPu3mTA5Ly8vatWqRc6cOXFzc6NTp07cuHGDZcuW4ejoaHQ8EUp3796levXq1K5dm5QpU+Lh4cGECROIGzeu0dFiFDs7O37//Xfu3bvHxo0bKVy4MJMmTcLe3p7ChQvj5ye/XAghfow0B48e/u7ZJMUm482aNYuAgAC6du36r+fe+79nxMERFE9fnIqZY+6GKrdu3aJIkSJs27aNGTNmMGvWLCwtLY2OJYT4CXJDsIhwBw8eZNSoUezatYtEiRIxZMgQunbtSrJkyYyOJsLA39+fqVOnMnToULTW/PHHH3Tr1g0LC/lrxEgWFhZUq1aNatWq8ejRI5YtW8aiRYu4cOGC0dGEEFHUrZe3eOH3QopNUdzn2+ikQbih/Pz8mD17Nq6url/dwGO6x3Qevn3I2rprY/Tqfi8vL+7fv8+OHTsoV66c0XGEEOFAVjaJCKG1Zu/evZQsWZKSJUty9uxZxo0bx507d/jtt9+k0BTFHDlyBCcnJ/r06UOpUqW4ePEivXr1kkJTJJMyZcrPtzQuXbrU6DhCiCjqpG9Ic3DZiS5KszCzQKGkZ5PBVq9ezePHj+nevfu/nnvp95Ixh8dQOUtliqUvZkA64127dg2AunXrcuPGDSk0CRGNmLTYpJRyUUpdUUpdV0r98o1xtZVSWinlbMp84udprdm5cydFixalXLly3Lhxg6lTp3Lr1i369u1LggQJjI4owuDp06e0adOGYsWK8fLlS9avX8/mzZul+XQkp5SiadOmRscQQkRRpx6cwtLMklwpchkdRfwEpRSxLWLLyiaDzZ07l2zZslG2bNl/PffH0T944feCkaVHGpDMWAEBAfTo0YOcOXNy5swZABInTmxsKCFEuDJZsUkpZQ7MACoB9kBDpZT9V8bFB7oDJ0yVTfw8rTW7du2iSJEiuLi4cP/+fWbNmsWNGzfo2rWr7CIRxQQGBjJz5kyyZs3KkiVL6NevHxcvXqRGjRoxeom3EELEBCcfnMQhhYM0B48GrCyspGeTgby9vTl69Cjt2rX71/un5x+eM/nEZOrY1yFv6rwGJTTGy5cvcXV1ZcqUKXTu3BkHB9n1UojoyJQrmwoA17XWN7XWn4BVQPWvjBsBjAXkJ2MUsW/fPooXL07FihW5f/8+s2fP5tq1a3To0IHYseWNalRz5MgRnJ2d6dy5M3nz5uXs2bOMHTuWePHiGR1NCCFEBPu7OXi+1PmMjiLCQWzz2FJsMtC8efOIFSsWzZo1+9dzU45P4e2ntwwpMcSAZMa5evUqhQoVYv/+/cyfP59JkyZJWwYhoilTFpvSAve+eOwTcuwzpVQ+IJ3WeqsJc4kfdPToUcqUKcP/tXfv8TnX/x/HH2+bbXIsOYUcaiaHr2FCpZCQnHLMIQvl0IFOv28HUU36flFKpPAtSUkWsZbz4etUYptDyDFnk1PG2swO798f17avUIZd12e79rzfbm7tuq7Pruvp3XhdXtf78/rcf//97Nu3jwkTJrBr1y769++Pn5+f0/HkKh06dIju3btzzz33cOLECWbOnMmSJUuoVu2SDYgiIuKl9sft52TiSQ0H9xI6jc45iYmJfP7553Ts2PGSWaWnz51m7E9j6XBHB2qWylunq3799decPHmSpUuX0rdvX6fjiIgb5ZgB4caYfMAY4IUsHNvPGBNljIk6fvy4+8PJn8TExNCqVSvuvvtutm3bxtixY9m9ezcDBw7UTqZcKDExkbfeeougoCBmz57N0KFD2b59O507d9YpcyIieYyGg3uXAN8ADQh3yDfffMPp06fp16/fJY+N+2kccUlxDL13qAPJPM9aS2xsLABDhgxh06ZNNGrUyOFUIuJunmw2HQbKX3C7XPp9GQoDNYD/GmP2AQ2AiMsNCbfWTrLWhlhrQ0qUKOHGyHKhnTt30rVrV+rWrcvatWv597//zZ49exg0aBABAQFOx5OrZK1l+vTpBAUFMXToUB588EG2b99OWFgYBQsWdDqeiIg4ICY2Bh/jwz9K/cPpKJIN/H20s8kpkyZNIjAwkPvuu+9P959JOsN7a9+jbVBbgksHOxPOg5KTkxkwYADBwcHExsaSL18+brnlFqdjiYgHeLLZtB4INMZUMsb4AY8AERkPWmvjrLU3W2srWmsrAmuBttbaKA9mlMs4fPgw/fr1o1q1anz//fcMHTqUvXv38tJLL6kpkUv98MMPNGzYkB49elCiRAn++9//8s0331CxYkWno4mIiIOiY6OpXrI6Ab76EMkb+Pv6a2eTA7Zt28bq1asvOxj8w3Uf8vu53/PErqaTJ0/SvHlzJk2aRN++fSlVqpTTkUTEgzw2jc1am2KMeRpYCPgAn1prtxpjwoAoa23E3z+DeNrp06cZOXIk77//PqmpqTz55JMMGTJEhSIX27lzJ6+88gqzZ8/mlltuYerUqfTs2ZN8+XLMGbUiIuKQjOHgrau0djqKZBPtbHLG5MmTyZ8/P6GhoX+6P/58PGPWjqFVYCtCbrnk5A2vsnXrVtq2bcvhw4f54osv6NGjh9ORRMTDPDr631o7D5h30X2XvQSDtbaxJzLJpZKSkpgwYQJvvfUWp06dokePHgwfPpxKlSo5HU2u0W+//UZYWBgTJ06kQIEChIWF8fzzz2tnmoiIZDp05hDHE45rOLgX0c4mzzt37hxTp06lQ4cOXDzu4+OojzmRcCJP7Gr617/+RUJCAitWrKB+/fpOxxERB+g6k5LJWsvMmTN55ZVX2Lt3Lw888AAjR46kdu3aTkeTa3TmzBneffddxowZw7lz5xgwYADDhg2jZMmSTkcTEZEcJjrWNRy8Tpk6DieR7OLv40/cuTinY+Qps2bN4vfff79kMHhCcgKjfxhN89ua06BcA4fSuZe1ljNnzlC0aFE++ugj4uLiKFeunNOxRMQhOndGAFizZg0NGzbkkUceoUiRIixatIhFixap0ZRLnTt3jjFjxlC5cmXCwsJo2bIlW7duZfz48Wo0iYjIZcXExpDP5KNW6VpOR5FsEuAboNPoPOyzzz6jUqVKNG7c+E/3T9kwhWN/HOO1Rq85E8zNkpKS6N27N40bNyYxMZHChQur0SSSx6nZlMft2bOHTp06cc8993Dw4EGmTJlCdHQ0DzzwgNPR5BokJyczefJkAgMDeeGFF6hbty5RUVGEh4dTpUoVp+OJiEgOFh0bzR0338EN+W9wOopkE51G51mHDx9m6dKll8zDTElL4d0f36VhuYY0qtDIwYTu8dtvv9GkSROmTp3Kww8/rKtUiwig0+jyrLi4OEaMGMHYsWPx9fXlzTff5IUXXtAMn1wqJSWFL774grCwMPbu3Uv9+vWZOnUqTZs2dTqaiIjkEjGxMTS/rbnTMSQbaUC4Z02fPh1rLY8++uif7p/9y2z2nt7LmBZjHErmPps2baJt27YcP36c8PBwOnXq5HQkEckh1GzKY1JTU/nPf/7D0KFDOXHiBKGhoYwYMYJbbrnF6WhyDVJTU/n6669588032blzJ3Xq1GHcuHG0atXqkkvtioiI/JUjZ49wNP6ohoN7GX8f7WzypGnTplG/fn0CAwMz77PWMmrNKKoUr0LboLYOpst+1lr69+9PWloaq1evpk4dzXsTkf9RsykPWbFiBYMGDWLz5s00atSI9957j7p19aYyN0pJSWH69OmMGDGCnTt38o9//INvv/2Wdu3aqckkIiJXLSY2BtBwcG/j76udTZ6yadMmfv75Z8aPH/+n+5fvW050bDSTWk8in/GOCSbWWs6fP4+/vz8zZswgICCA0qVLOx1LRHIY7/gbT/7W/v376dKlC40bN+b06dPMnDmTFStWqNGUCyUnJzNlyhSqVq1KaGgoBQoUYNasWWzYsIH27dur0SQiItck+kg0BkNw6WCno0g20s4mz5k2bRq+vr507dr1T/ePWjOKUgVL8WitR//iO3OXhIQEunXrRq9evbDWUrFiRTWaROSy1GzyYomJiYSFhVG1alUiIyN54403+OWXX+jcubOaErlMYmIiH374IYGBgfTp04eiRYsyZ84cNmzYQIcOHf40hFJERORqRcdGE3RzEIX8CjkdRbKRdjZ5RmpqKtOnT6dVq1bcfPPNmfdv/m0zC/csZHD9wQT45v6h2YcPH+bee+9l5syZ+tBaRK5Ip9F5IWstERERPPvss+zbt4/OnTvzzjvvcOuttzodTa5SXFwcEyZM4P333+fYsWM0bNiQ8ePH89BDD6lhKCIi2SYmNobGFRs7HUOymb+PP2k2jZS0FHzz6W2/uyxdupTY2NhLBoOP/mE0BfMXZEDIAIeSZZ9169bRvn17zp49y9y5c2nTpo3TkUQkh1PV8TK7du1i0KBBLFiwgGrVqrF06VJdkSwXio2N5YMPPmDChAmcOXOGFi1a8Oqrr9KoUSM1mUREJFv9Fv8bh88e1nBwL+Tv6w9AUkoSvn562+8u06ZNo2jRorRu3Trzvv2n9/PVz18xqP4gbixwo4Pprl9SUhIdOnTA39+fRYsWUaNGDacjiUguoKrjJRITE/nXv/7FyJEj8ff3Z8yYMTz99NPkz5/f6WhyFbZt28Y777zDl19+SUpKCh07duTll1/W1T1ERMRtNhzdAGg4uDfy8/EDICk1iYIUdDiNd4qPj2f27Nn06NGDgID/nSo39qexGGN4tsGzzoW7TmlpaRhj8Pf3Z/bs2VSqVIkSJUo4HUtEcgk1m7xAZGQkgwYNYu/evXTv3p133nmHMmXKOB1Lsshay4oVKxg9ejTz5s2jQIECPPHEEzz33HPcdtttTscTEREvF30kGoDaZWo7nESym7+Pa2fT+dTzDifxXt9++y0JCQl/OoXubNJZPtnwCZ2rdebWorlzjEV8fDy9evWibt26DBkyhDvvvNPpSCKSy2iqcC524MABHn74Ydq0aUNAQADLli3jyy+/VKMplzh37hyfffYZderUoUmTJkRFRTF8+HAOHjzI+PHj1WgSERGPiI6NJvCmQIr4F3E6imSzC0+jE/eYMWMGFSpU4O6778687/NNn3Mm6QyD6w92MNm1279/P3fffTdz586lcOHCTscRkVxKzaZcKDk5mXfffZdq1aqxcOFC/v3vf7Nx40aaNGnidDTJgqNHj/L6669ToUIFevfuTXJyMpMmTWL//v289tprFC9e3OmIIiKSh8TExugUOi+VsbPJm65IZ4xpaYzZYYzZbYx5+TKPP2+M2WaM2WyMWWqMqeCuLKdPn2bx4sV07tw588rAaTaNcevGcWfZO6lfrr67Xtpt1qxZQ7169di/fz/z589n0KBBTkcSkVxKp9HlMmvXrqV///5s3ryZ1q1bM27cOCpWrOh0LLkCay3r1q1j/PjxfP3116SkpNC6dWsGDx5M06ZNNfRbREQccTLhJPvj9vNUvaecjiJukDGzyVtOozPG+AAfAg8Ah4D1xpgIa+22Cw7bAIRYaxOMMQOBUUBXd+T57rvvSE5OplOnTpn3Ld6zmB0nd/DFw1+44yXd6tixYzRv3pyyZcvy3XffERQU5HQkEcnF1GzKJeLi4nj11Vf56KOPKFu2LN9++y3t2rVTkyKHS0hI4KuvvmLChAnExMRQqFAhBg4cyDPPPMPtt9/udDwREcnjNBzcu3nhaXR3Aruttb8CGGNmAO2AzGaTtXb5BcevBXq6K0x4eDjly5f/0zyjD9Z9QOlCpelcvbO7XjbbWWsxxlCyZEm++uorGjVqxI035u4r6ImI83QaXQ5nrWXWrFnccccdfPzxxwwaNIht27bRvn17NZpysJ07d/L8889TtmxZHn/8cc6fP8+ECRM4cuQIY8eOVaNJRERyhIzh4Go2eScvPI2uLHDwgtuH0u/7K32B+Zd7wBjTzxgTZYyJOn78+FUHOXPmDAsXLqRTp06Z78l3ndzFvF3zGFB3QOauspwuLi6ONm3aMHfuXADatm2rRpOIZAvtbMrBDh8+zFNPPcXcuXMJDg4mIiKCkJAQp2PJX0hKSmLOnDlMmjSJZcuW4evrS8eOHXnqqae455571BwUEZEcJzo2mkrFKnFjAf3j0ht54c6mLDPG9ARCgPsu97i1dhIwCSAkJMRe7fNHRkZy/vz5P51CN37dePLny0//kP7XFtrDdu/eTdu2bdm1axcdOnRwOo6IeBk1m3KgtLQ0Jk6cyEsvvURKSgqjR4/m2WefxddX/7tyou3btzN58mSmTp3KyZMnqVixIsOHD+fxxx+ndOnSTscTERH5SzGxMdQuU9vpGOImGbtrvGhn02Gg/AW3y6Xf9yfGmGbAEOA+a61bfvPh4eGULVuWBg0aAHAm6QxTNk6ha42ulC6U89//LV++PLNRtnjxYho3buxsIBHxOupe5DA7duzg8ccfZ/Xq1TRr1oyJEydSuXJlp2PJRf744w9mzZrFf/7zH1atWoWvry/t27fniSeeoFmzZplXJBGRv2eMCQBWAv64atI31trXjTGf4fo0Oi790MestRuNa4vgWKAVkJB+f4znk4vkfqfPnWbP73voU7uP01HETTJOo/OWAeHAeiDQGFMJV5PpEaD7hQcYY2oDE4GW1tpj7ghx9uxZ5s+fT//+/TPf803dOJWz588y6M6cf/W2LVu20Lx5c6pUqcJ3332nf2uIiFuo2ZRDJCcn88477/Dmm29yww03MGXKFEJDQ3XqVQ5irWXNmjVMmTKFmTNnEh8fT2BgICNHjiQ0NJRSpUo5HVEkN0oCmlpr440x+YHVxpiM+Rr/Z6395qLjHwQC03/VBz5K/6+IXKWNRzcCmtfkzTJ3NnnJaXTW2hRjzNPAQsAH+NRau9UYEwZEWWsjgNFAISA8/X30AWtt2+zMMW/ePJKSkjJ3BqXZNMatG0eDcg2oV7Zedr6UW1SvXp1x48bRvXt3ihQp4nQcEfFSHm02GWNa4vpE2gf4j7X23xc9PgB4CkgF4oF+F13K1Ctt3LiRPn36sGHDBjp16sT48ePVuMhBDhw4wOeff85nn33Gnj17KFSoEF26dOGxxx7TLCaR62Sttbj+vgfIn/7r72ZntAM+T/++tcaYYsaYMtbaWDdHFfE6MbGuTYFqNnmvjJlNXrSzCWvtPGDeRfcNu+DrZu7OEB4eTunSpbnrrrsAWPrrUnad2sXr973u7pe+ZqdOnaJv374MHz6cGjVqMGDAAKcjiYiX89i5PsYYH+BDXJ9KVwO6GWOqXXTYdGttTWttMDAKGOOpfE5ISkpi6NCh1KtXjyNHjjBr1izCw8PVaMoBzpw5w2effUazZs2oWLEiQ4cO5dZbb2Xq1KkcPXqUTz75hEaNGqnRJJINjDE+xpiNwDFgsbX2p/SHRhhjNhtj3jPG+Kffd7VXIhKRvxAdG025IuUoWbCk01HETbzwanSO++OPP5g3bx4dO3bEx8cHgInREyleoDidqnW6wnc7Y/v27dSvX5958+bxyy+/OB1HRPIIT+5suhPYba39FcAYMwPXJ9SZO5estWcuOL4gf//pdq4WFRVF79692bJlC7169eK9997jpptucjpWnnb+/Hnmz5/Pl19+yXfffce5c+eoXLkyr7/+OqGhoVSsWNHpiCJeyVqbCgQbY4oB3xpjagCvAEcBP1xXC3oJCMvqcxpj+gH9AG699dbsjiziFWJiY6hdWsPBvZm3nUaXE8yfP5/ExMTMU+iOxh9l7o65DK4/OHMnWU6yYMECunbtSkBAAMuXL8/cjSUi4m6ebDZd7tPoS+ZsGGOeAp7H9Q+Mpp6J5jlJSUmEhYUxcuRISpUqRWRkJA899JDTsfKstLQ01qxZw5dffkl4eDinTp2iRIkSPP744/To0YP69etr95KIh1hrTxtjluMa6vpO+t1JxpgpwIvpt7N0JaLrvaS1iLeLPx/PjhM7eKT6I05HETfKaH4kpyU7nMR7zJo1ixIlStCoUSMApmyYQkpaCv3q9nM42aWWLFnCQw89RM2aNYmIiNCHLyLiUTluQLi19kPgQ2NMd+A1IPTiY3LrJ9bR0dGEhoaydetWevfuzZgxYyhWrJjTsfIcay3r1q1j5syZhIeHc/DgQW644Qbat29Pjx49eOCBB8ifP7/TMUXyBGNMCSA5vdFUAHgAGJkxhyn96nPtgS3p3xIBPJ2+O7Y+EKd5TSJXb9PRTVis5jV5Oe1syl7JycnMnz8/8xS6NJvG5JjJNK7YmCrFqzgd7xL33nsvw4YN48UXX6RgwYJOxxGRPMaTzaYsfRp9gRm4rjJ0idz2ifX58+d56623ePvttylVqhTff/89rVq1cjpWnmKtJSoqKrPBtH//fvLnz0/Lli15++23ad++PYUKFXI6pkheVAaYmj7XLx8w01obaYxZlt6IMsBGIGOS6TygFbAbSAB6ez6ySO6XMRy87i11HU4i7pQxs8mbBoQ7ac2aNcTFxdGmTRsAFu9ZzN7Te3n7/rcdTvY/x48f5/nnn+f999+nePHivP56zh1aLiLezZPNpvVAoDGmEq4m0yNA9wsPMMYEWmt3pd98CNhFLrdp0yZCQ0PZtGkTvXr14v333+fGG290OlaeYK0lOjqa8PBwZs6cyb59+/D19aV58+aEhYXRtm1b7SwTcZi1djNwydAYa+1lT6NOvwrdU+7OJeLtYo7GUKpgKcoUKuN0FHEj33yut/oaEJ49IiMj8fPzo1kz1wXvJsVM4uYbbubhqg87nMzl559/pk2bNvz222+EhoZm5hQRcYLHmk3W2hRjzNPAQsAH+NRau9UYEwZEWWszTo1oBiQDv3OZU+hyi5SUFEaPHs3rr7/OTTfdxJw5c2jXrp3TsbxeSkoKq1ev5ttvv2XOnDkcOHAAX19fmjVrxrBhw2jfvr2afSIikudFH4mmdpnamkvo5Ywx+Pn46TS6bBIZGUmTJk0oVKgQsWdjmbt9Ls81eC5HDAaPiIigR48eFClShFWrVhESEuJ0JBHJ4zw6s8laOw/XKRAX3jfsgq8HezKPu+zatYvQ0FB+/PFHOnXqxEcffcTNN9/sdCyvde7cOZYsWcLs2bOJiIjg5MmTBAQE0Lx5c958803atGlD8eLFnY4pIiKSIyQmJ7Lt+DbaBrV1Oop4gL+PvwaEZ4Ndu3axY8cOnn76aQA+3fApqTY1RwwGnz59Oj179iQkJIQ5c+Zwyy23OB1JRCTnDQjPzay1fPzxx7z44ov4+fnx5Zdf0q1bN31q6AanTp1iwYIFzJkzh/nz5xMfH0+RIkVo3bo1Dz/8MC1bttQMJhERkcv4+djPpNpUDQfPI7SzKXtERkYC8NBDD2UOBm9aqSmBxQMdTgbNmjVj8ODBvP322xQoUMDpOCIigJpN2SY2NpY+ffqwYMECWrRowSeffELZsmWdjuU1rLX88ssvREZGEhkZyZo1a0hLS6NUqVJ0796dDh060KRJE/z8/JyOKiIikqNlDAdXsylv8PPx04DwbBAZGUn16tWpVKkSC3YvYH/cfkY2G+lYntjYWEaNGsWoUaMoWbIk7733nmNZREQuR82mbDB79mz69etHQkIC48eP58knn9RupmyQlJTEypUrMxtMv/76KwDBwcG8+uqrtG7dmnr16pEvXz6Hk4qIiOQeMbEx3BhwIxWKVnA6iniAv68/59PUbLoecXFxrFy5khdeeAGATzZ84hoMfoczg8Gjo6Np164dp0+f5tFHH6VOHTWORSTnUbPpOpw5c4ZBgwYxdepUQkJCmDZtGlWrVnU6Vq524MABFi5cyIIFC1i0aBHx8fEEBATQrFkz/vnPf/LQQw9Rrlw5p2OKiIjkWjGxMRoOnofoNLrrt2jRIlJSUmjdujUnE04SsSOCJ0OexM/H8zvqw8PDCQ0NpUSJEqxZs4ZatWp5PIOISFao2XSNfvjhB3r27Mn+/ft57bXXGDZsGPnz53c6Vq6TmJjIihUrMhtM27dvB6BcuXL07NmT1q1b06RJE2644QaHk4qIiOR+51PP8/Oxnxlc3yuuySJZ4O/jr9PorlNkZCQ33XQTDRo0YGLMRM6nnuex4Mc8nmPs2LE8++yz3H333cyePZuSJUt6PIOISFap2XSVUlJSGD58OG+99RYVKlRg1apV3HXXXU7HyjWstWzbto2FCxeycOFCVqxYQVJSEv7+/tx3333069ePFi1acMcdd+gTVxERkWy27fg2zqee17ymPMTPx4+kVO1sulapqanMmzePVq1a4evry9RNU6lVqha1Snt+R9F9993HgAEDeP/99/H39/f464uIXA01m67Cnj176NmzJ2vXrqVXr16MGzeOIkWKOB0rxzty5AjLly9n6dKlLF68mEOHDgFwxx13MHDgQFq2bMm9996rq2eIiIi4mYaD5z1+Pn4kpyY7HSPX+umnnzhx4gStW7dm67GtrD+ynvdaeG4Y98GDBwkPD+f5558nODiYjz76yGOvLSJyPdRsyqJp06bx5JNP4uvry9dff02XLl2cjpRjnTp1iv/+978sW7aMpUuXZp4ad+ONN9K0aVOGDRtGixYtuPXWWx1OKiIikrfExMZQyK8Qt990u9NRxEN0NbrrExkZiY+PDy1atODt9W/jm8+X7jW7e+S1f/zxRx5++GESExPp3Lkz5cuX98jriohkBzWbriAuLo4nn3yS6dOn06hRI7744gs1SS4SHx/PqlWrWLZsGcuWLWPDhg1YaylYsCCNGjWib9++NG3alFq1auHj4+N0XBERkTwrJjaG4NLB5DO6kmte4efjx9nzZ52OkWvNnz+fe+65h0JFCvHF5i9oFdiKkgXdPytp2rRpPP7445QvX55ly5ap0SQiuY6aTX9j7dq1dOvWjYMHDxIWFsarr76qZgmuBtwPP/zAypUrWblyJevWrSMlJQU/Pz8aNmzIG2+8wf3330+9evXw8/P8VTpERETkUqlpqWw8upF+dfs5HUU8SDubrt2xY8fYuHEjI0aMYPGexcTGx/JYrcfc/rpvvPEGb775Jk2aNCE8PJzixYu7/TVFRLKbmk2XkZaWxsiRIxk6dCjlypVj5cqVeXoI+LFjx1i9enVmc2nTpk2kpaXh6+tL3bp1efHFF2natCl33323rhonIiKSQ+04uYPElETNa8pj/H39SUrRgPBrsWzZMgCaNWvGu5vepXiB4jxU5SG3v27NmjUZOHAgY8eO1dWuRSTXUrPpIrGxsTz66KMsXbqULl26MHHiRIoVK+Z0LI86cOAAK1euZNWqVaxcuTJz5lKBAgVo0KABQ4cOpVGjRjRo0ICCBQs6nFZERESyQsPB8yY/Hz+S0zQg/FosXryYYsWKUblaZeYumku/uv3w83HPrv29e/cSHR1Np06d6NixIx07dnTL64iIeIqaTRdYsGABvXr1Ij4+nsmTJ9O3b1+MMU7Hcqvk5GQ2btzI2rVr+fHHH/nhhx/Yv38/AEWLFuWee+7hscce495776Vu3bo6LU5ERCSXiomNIcA3gKo3V3U6iniQTqO7NtZaFi9eTNOmTflm+zckpSbxWPBjbnmtFStW0LFjR3x9fWnZsiWFChVyy+uIiHiSmk24Gi5Dhgxh9OjR1KxZkxkzZlCtWjWnY7nF0aNH+fHHHzN/RUVFce7cOQDKli1Lw4YNeeGFF2jUqBE1a9bUjCoREREvseHoBv5R6h/45tPbv7zEL5+fTqO7Brt37+bgwYO88sorfLbxM2qWrEnt0rWz/XUmT57Mk08+ye233853332nRpOIeI08/25j3759PPLII/z0008MGDCAMWPGUKBAAadjZYvk5GQ2bdr0p+bSvn37APDz86NOnToMHDiQhg0b0rBhQ8qVK+dsYBEREXGLNJtGTGwMPWr2cDqKeJhOo7s2ixcvBuD2urfz0/yfGP3A6Gw948Fay3PPPcfYsWNp0aIFM2bMyHOjO0TEu+XpZtO3335L7969sdYyc+ZMOnfu7HSka5aWlsaePXtYv349UVFRrF+/nujoaBITE4H/7Vp65plnaNiwIbVr1yYgIMDh1CIiIuIJe3/fy5mkM5rXlAf5+Whn07VYsmQJFSpU4IeEHzAYHqnxSLY+vzGGokWL8txzzzFq1Ch8ffP0P8tExAvlyb/VkpKS+Oc//8kHH3xAvXr1mDFjBpUrV3Y6VpZZa9m/fz9RUVF/aizFxcUBrkHewcHB9O/fP3PXUvny5R1OLSIiIk7JGA7ujtOAJGfTzqarl5qayrJly+jYsSMzts7g3gr3Uq5I9pwBsHPnTk6dOkWDBg144403vH4+rIjkXXmu2fTrr7/StWtXoqKiGDx4MKNGjcrxQ6+PHDmS2VTKaDCdOHECgPz581OrVi26detGSEgI9erVo1q1avp0RERERDLFxMbgm8+XGiVrOB1FPEwDwq9eVFQUcXFxBNYL5NPfPuXZ+s9my/MuXryYLl26cMstt/Dzzz+TL1++bHleEZGcKE91JObMmcNjjz0GwOzZs3n44YedDXQRay179+5l48aNmb+io6M5cuQIAD4+PlSvXp22bdtSr149QkJCqFmzJv7+/g4nFxERkZxsw9ENVC9RHX9fvWfIa/x8/EizaaSkpWg4fBYtWbIEgMPFD+N73JdO1Tpd1/NZa/nwww959tlnqVatGhEREWo0iYjXyxMVJzk5mZdffpkxY8YQEhLCzJkzqVSpkqOZkpKS2Lp1658aS5s2beLMmTMA5MuXj6CgIJo2bZrZWAoODuaGG25wNLeIiIjkLtZaYmJjaFOljdNRxAF+Pq4d/MmpyWo2ZdGSJUsIDg4m4nAEzW9rTvEbil/zcyUnJ/PMM88wceJE2rZtyxdffEHhwoWzMa2ISM7k9RXn4MGDdO3alR9//JGnnnqKd9991+M7gU6ePMmmTZv+1Fj65ZdfSElJAaBgwYLUqlWLnj17EhwcTHBwMDVq1PCaq+KJiIiIcw6fPczxhOMaDp5HZTSbklKTKJBf7y2v5I8//mDNmjV06t2Jr+K+YkTTEdf1fD4+Phw/fpyXX36ZESNGaEeTiOQZXt1sWrRoEd27dycpKYkZM2bQtWtXt75eUlISO3bsYMuWLWzdupXNmzezadMmDh48mHlM2bJlCQ4Opm3bttSqVYvg4GBuu+02FR4RERFxi8zh4GU0HDwvyu+TH3DtbJIrW7VqFcnJycSXiycgXwDtgtpd0/Ns3bqVQoUKUaFCBWbOnImPj082JxURydk82mwyxrQExgI+wH+stf++6PHngceBFOA40Mdau/9qXyctLY3hw4fz5ptvUr16db755huCgoKy4XfgkpKSwq5du9i6dStbtmzJbC7t2rWL1NRUAHx9fQkKCuLee+/N3K1Uq1YtSpQokW05RERERK4kJjYGg6FWqVpORxEHZOxs0pDwrFmyZAl+fn6s9VlLm8A2FPa/+lPeIiMj6datG/fccw/z589Xo0lE8iSPNZuMMT7Ah8ADwCFgvTEmwlq77YLDNgAh1toEY8xAYBRwVduRTpw4Qc+ePVm4cCG9evXio48+uuY5R2lpaezduzezmZTRWNqxYwfnz5/P+H1x++23U716dTp16kT16tWpUaMGVapUyfFXuRMRERHvt+HoBoJuDqKgX0Gno4gD1Gy6OkuWLKFq7apsTt5Mtxrdrup7rbW88847vPTSS9SpU4fJkye7KaWISM7nyZ1NdwK7rbW/AhhjZgDtgMxmk7V2+QXHrwV6Xs0LrFu3jk6dOvHbb78xceJEnnjiCYwxV/y+5ORkfv31V3bs2MH27dvZtm0bW7ZsYdu2bSQmJmYeV6FCBWrUqMGDDz5IjRo1qF69OlWrVtXQbhEREcmxYmJjuK/CfU7HEIdkDghP02l0V3L69Gk2b97MP7r+gyL+RXgw8MEsf++5c+fo378/n3/+OV26dGHKlCn6N4KI5GmebDaVBQ5ecPsQUP9vju8LzM/KE1trmThxIoMHD6ZMmTKsWbOGkJCQS447efJkZkPpwv/u2bMnc1g3QJkyZahRowYDBgzI3KlUrVo1XTlCREREcpXjfxzn0JlDGg6eh2UOCE9JcjhJzrdmzRqstewqtIsud3QhwDcgy9+bkpLCxo0bCQsL47XXXsvSB94iIt4sRw4IN8b0BEKAy34MZ4zpB/QDKF++PL1792bq1Km0bNmSKVOmEBcXR0RExCWNpZMnT2Y+h5+fH4GBgVSvXp0OHTpQtWpVgoKCCAoKolixYh74XYqIiIi4V+Zw8NIaDp5XaWdT1q1atQofXx8SSiZk+RS6n3/+mcqVK1OoUCF++uknAgKy3qASEfFmnmw2HQbKX3C7XPp9f2KMaQYMAe6z1l72Ixhr7SRgEoCfn5+dOnUqQUFB7N27l/Lly/9pl1KpUqUICgqiY8eOmc2kqlWrUrFiRQ3rExEREa+24egGQFeiy8vy53NdjU4zm65s1apVFKtUDFPM0LRS0yseP2vWLHr16kVoaCgTJkxQo0lE5AKebDatBwKNMZVwNZkeAbpfeIAxpjYwEWhprT2WlSdNTk7G19c38+pv2qUkIiIi4hITG0OlYpUoFlDM6SjiEA0Iz5rExETWr18PDSA0KBTffH/9zyRrLW+99RbDhg2jQYMGDBs2zINJRURyB481m6y1KcaYp4GFgA/wqbV2qzEmDIiy1kYAo4FCQHj6ec4HrLVt/+55q1SpwrZt27RLSUREROQi41uN5/CZSzaSSx5Sr2w9ovtFU6V4Faej5Gjr1q0jOTkZykLHah3/8riEhAT69OnD119/Ta9evZg4caJ2NImIXIZHZzZZa+cB8y66b9gFXze72ucsXLiwGk0iIiIil1GyYElKFizpdAxxUBH/IhoQnwWrV68GoPDthf/2FLrjx4+zfPlyRo0axYsvvqhB4CIifyFHDggXERERERHxlJUrV5KvVD7a1WmXeerhhXbs2EGVKlWoUKECO3fupGjRog6kFBHJPfI5HUBERERERMRJq39YTVr5NDrecekpdNOnT6dWrVq8//77AGo0iYhkgZpNIiIiIiKSZyUkJJAQn4B/ZX9a3NYi8/60tDSGDBlCjx49aNCgAY8++qiDKUVEchedRiciIiIiInnW2bNnAWjWuBkF8hcAID4+np49ezJ37lyeeOIJxo8fj5/fpafXiYjI5Wlnk4iIiIiI5Fmnz5yGovBoo//tXNq8eTMLFixg7NixTJw4UY0mEZGrpJ1NIiIiIiKSZyX8kUC+GvloFdiKw4cPU7ZsWe666y727t1LmTJlnI4nIpIraWeTiIiIiIjkCsaYlsaYHcaY3caYly/zuL8x5uv0x38yxlS80nOmpaZRI6QG30z/httuu43vv/8eQI0mEZHroGaTiIiIiIjkeMYYH+BD4EGgGtDNGFPtosP6Ar9ba28H3gNGZuW5C1OYPn360KhRI+66667sjC0ikiep2SQiIiIiIrnBncBua+2v1trzwAyg3UXHtAOmpn/9DXC/Mcb87bPmgzVfrGHQoEHMnz+fG2+8Mbtzi4jkOWo2iYiIiIhIblAWOHjB7UPp9132GGttChAHFP/bZ/WBiR9MZOzYsfj6aqStiEh2MNZapzNcF2PMWWCH0zlygJuBE06HcJjWwEXr4KJ1gCBrbWGnQzhNdSKT/kxoDTJoHVy0DrmsThhjOgEtrbWPp99+FKhvrX36gmO2pB9zKP32nvRjTlz0XP2Afuk3awBbPPBbyMn058FF6+CiddAaZLjmOuENrfsd1toQp0M4zRgTldfXQWvgonVw0Tq41sDpDDmE6gT6MwFagwxaBxetQ66sE4eB8hfcLpd+3+WOOWSM8QWKAicvfiJr7SRgEuhnAbQGGbQOLloHrUGG66kTOo1ORERERERyg/VAoDGmkjHGD3gEiLjomAggNP3rTsAym9tP5RARyYW8YWeTiIiIiIh4OWttijHmaWAh4AN8aq3daowJA6KstRHAJ8A0Y8xu4BSuhpSIiHiYNzSbJjkdIIfQOmgNMmgdXLQOWoMMWgcXrYPWIIPWwUXrkAvXwFo7D5h30X3DLvj6HND5Kp82162DG2gNXLQOLloHrUGGa16HXD8gXEREREREREREcg7NbBIRERERERERkWyTa5pNxpiWxpgdxpjdxpiXL/O4vzHm6/THfzLGVHQgpltlYQ2eN8ZsM8ZsNsYsNcZUcCKnu11pHS44rqMxxhpjvPIqAllZB2NMl/Sfia3GmOmezuhuWfgzcasxZrkxZkP6n4tWTuR0J2PMp8aYY+mXer7c48YY80H6Gm02xtTxdEZPUZ1QncigOuGiOqE6AaoTF1KdUJ3IoDqhGpFBdcKNdcJam+N/4RoAuAeoDPgBm4BqFx3zJPBx+tePAF87nduBNWgC3JD+9UBvW4OsrkP6cYWBlcBaIMTp3A79PAQCG4Ab02+XdDq3A2swCRiY/nU1YJ/Tud2wDvcCdYAtf/F4K2A+YIAGwE9OZ3bw50F1QnXiwuNUJ1QnVCes6sRFx6hOqE5ceJzX1gnViKtaB9WJa6wTuWVn053Abmvtr9ba88AMoN1Fx7QDpqZ//Q1wvzHGeDCju11xDay1y621Cek31wLlPJzRE7LyswAwHBgJnPNkOA/Kyjo8AXxorf0dwFp7zMMZ3S0ra2CBIulfFwWOeDCfR1hrV+K62s5faQd8bl3WAsWMMWU8k86jVCdUJzKoTrioTqhOAKoTF1CdUJ3IoDqhGpFBdQL31Ync0mwqCxy84Pah9Psue4y1NgWIA4p7JJ1nZGUNLtQXV/fR21xxHdK39ZW31n7vyWAelpWfhypAFWPMGmPMWmNMS4+l84ysrMEbQE9jzCFcV655xjPRcpSr/bsjt1KdUJ3IoDrhojqhOpFVqhOXOUZ1AlCd8OY6oRrhojqRNddUJ3zdFkccY4zpCYQA9zmdxdOMMfmAMcBjDkfJCXxxbX9tjOtTqZXGmJrW2tNOhvKwbsBn1tp3jTENgWnGmBrW2jSng4k4SXVCdSKd6oTqhMhlqU6oTqAakUF14hrllp1Nh4HyF9wul37fZY8xxvji2uJ20iPpPCMra4AxphkwBGhrrU3yUDZPutI6FAZqAP81xuzDdU5phBcO9cvKz8MhIMJam2yt3QvsxFUwvEVW1qAvMBPAWvsjEADc7JF0OUeW/u7wAqoTqhMZVCdcVCdUJ7JKdeIyx6hOqE7g3XVCNcJFdSJrrqlO5JZm03og0BhTyRjjh2tgX8RFx0QAoelfdwKW2fRpVl7iimtgjKkNTMRVGLzxnFq4wjpYa+OstTdbaytaayviOte8rbU2ypm4bpOVPxNzcH0SgTHmZlxbYX/1YEZ3y8oaHADuBzDG3IGrOBz3aErnRQC90q8i0QCIs9bGOh3KDVQnVCcyqE64qE6oTmSV6sT/qE6oTuSVOqEa4aI6kTXXVCdyxWl01toUY8zTwEJcE+M/tdZuNcaEAVHW2gjgE1xb2nbjGm71iHOJs18W12A0UAgIT59leMBa29ax0G6QxXXwellch4VAc2PMNiAV+D9rrdd8OpfFNXgBmGyMeQ7XcL/HvOxNI8aYr3C9Ebg5/Vzy14H8ANbaj3GdW94K2A0kAL2dSepeqhOqExlUJ1xUJ1QnMqhOuKhOqE5kUJ1QjcigOuHirjphvGydRERERERERETEQbnlNDoREREREREREckF1GwSEREREREREZFso2aTiIiIiIiIiIhkGzWbREREREREREQk26jZJCIiIiIiIiIi2UbNJhERERERERERyTZqNomIiIiIiIiISLZRs0nkbxhjlhtjHkj/+i1jzLir+N4axpgfLrhdxxiz1B05RUTEGaoTIiJyPa6njojkZL5OBxDJ4V4HwowxJYHaQNur+N5tQGVjjI+1NhUYAzzvhowiIuIc1QkREbke11NHRHIsNZtE/oa1dqUxxuB689/YWptqjKkMDAGKWms7/c33phljtgLVjTGBwH7gtDHmkyt9r4iI5A6qEyIicj2up46I5GQ6jU7kbxhjagJlgPPW2rMA1tpfrbV9s/gUa4G7gTeAV6/ye0VEJIdTnRARkeuRDXVEJEdSs0nkLxhjygBfAu2AeGNMy785dqkxpuxlHloLvAV8a6097J6kIiLiBNUJERG5HldTR0RyGzWbRC7DGHMDMBt4wVr7CzAc1/nUlzs2H3A7cOoyD28HkoCRbooqIiIOUJ0QEZHrcTV1RCQ3MtZapzOI5CrGmOLACOAB4D/Ad0Afa+0lQ12NMeOB9dbaqZf7XmvtvzwWXEREPEJ1QkRErodqgXgDNZtE3MAYcxvwPbBG51uLiMjFVCdERETEm6nZJCIiIiIiIiIi2UYzm0REREREREREJNuo2SQiIiIiIiIiItlGzSYREREREREREck2ajaJiIiIiIiIiEi2UbNJRERERERERESyjZpNIiIiIiIiIiKSbdRsEhERERERERGRbKNmk4iIiIiIiIiIZJv/BxsEgpAAMbpiAAAAAElFTkSuQmCC\n", + "image/png": 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\n", "text/plain": [ "
" ] @@ -314,7 +316,9 @@ } ], "source": [ - "params = PcSaftParameters.from_json(['water_np', '1-butanol_n'], '20191105_pure_parameters.json')\n", + "params = PcSaftParameters.from_json(['water', '1-butanol'], '../parameters/gross2002.json')\n", + "\n", + "\n", "saft = PcSaft(params)\n", "dia_p = PhaseDiagramHetero.new_pxy(saft, 350*KELVIN, (0.55, 0.98), BAR, 101)\n", "dia_t = PhaseDiagramHetero.new_txy(saft, BAR, (0.5,0.995), 343.15*KELVIN, 101)\n", @@ -355,9 +359,9 @@ ], "metadata": { "kernelspec": { - "display_name": "feos", + "display_name": "Python 3 (ipykernel)", "language": "python", - "name": "feos" + "name": "python3" }, "language_info": { "codemirror_mode": { @@ -369,7 +373,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.5" + "version": "3.9.7" } }, "nbformat": 4, diff --git a/examples/adsorption_isotherms.ipynb b/examples/adsorption_isotherms.ipynb index 9d6cf46..62054b7 100644 --- a/examples/adsorption_isotherms.ipynb +++ b/examples/adsorption_isotherms.ipynb @@ -27,7 +27,7 @@ "metadata": {}, "outputs": [], "source": [ - "params = PcSaftParameters.from_json([\"methanol\"], \"adsorption_params.json\")\n", + "params = PcSaftParameters.from_json([\"methanol\"], \"../parameters/rehner2020.json\")\n", "func = PcSaftFunctional(params)" ] }, @@ -42,8 +42,18 @@ "cell_type": "code", "execution_count": 3, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CPU times: user 20.2 s, sys: 90.2 ms, total: 20.3 s\n", + "Wall time: 20.2 s\n" + ] + } + ], "source": [ + "%%time\n", "potential = ExternalPotential.LJ93(3.0, 100.0, 0.08)\n", "pore = Pore1D(Geometry.Cartesian, 20*ANGSTROM, potential)\n", "\n", @@ -201,7 +211,7 @@ " return isotherm.pressure, isotherm.total_adsorption\n", "\n", "L_vec = SIArray1.linspace(10*ANGSTROM,40*ANGSTROM,7)\n", - "with ProcessPoolExecutor() as ex:\n", + "with ProcessPoolExecutor(1) as ex:\n", " isotherms = [i for i in ex.map(plt_iso, L_vec)]" ] }, @@ -249,8 +259,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "CPU times: user 12.7 ms, sys: 40.1 ms, total: 52.8 ms\n", - "Wall time: 8.65 s\n" + "CPU times: user 14.1 ms, sys: 37.6 ms, total: 51.7 ms\n", + "Wall time: 8.7 s\n" ] } ], @@ -392,9 +402,9 @@ "metadata": {}, "outputs": [], "source": [ - "mix = PcSaftFunctional(PcSaftParameters.from_json([\"methanol\", \"ethanol\"], \"adsorption_params.json\"))\n", - "methanol = PcSaftFunctional(PcSaftParameters.from_json([\"methanol\"], \"adsorption_params.json\"))\n", - "ethanol = PcSaftFunctional(PcSaftParameters.from_json([\"ethanol\"], \"adsorption_params.json\"))" + "mix = PcSaftFunctional(PcSaftParameters.from_json([\"methanol\", \"ethanol\"], \"../parameters/rehner2020.json\"))\n", + "methanol = PcSaftFunctional(PcSaftParameters.from_json([\"methanol\"], \"../parameters/rehner2020.json\"))\n", + "ethanol = PcSaftFunctional(PcSaftParameters.from_json([\"ethanol\"], \"../parameters/rehner2020.json\"))" ] }, { @@ -519,7 +529,7 @@ { "data": { "text/plain": [ - "[]" + "[]" ] }, "execution_count": 20, @@ -570,7 +580,7 @@ { "data": { "text/plain": [ - "[]" + "[]" ] }, "execution_count": 22, @@ -630,13 +640,6 @@ "solver = DFTSolver().picard_iteration(tol=1e-5).anderson_mixing(max_iter=400)\n", "solver" ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { diff --git a/examples/adsorption_params.json b/examples/adsorption_params.json deleted file mode 100644 index 4cf1bb5..0000000 --- a/examples/adsorption_params.json +++ /dev/null @@ -1,42 +0,0 @@ -[ - { - "identifier": { - "cas": "64-17-5", - "name": "ethanol", - "iupac_name": "ethanol", - "smiles": "CCO", - "inchi": "InChI=1/C2H6O/c1-2-3/h3H,2H2,1H3", - "formula": "C2H6O" - }, - "model_record": { - "m": 3.0177191329816138, - "sigma": 2.9146460964033283, - "epsilon_k": 124.58467252505255, - "kappa_ab": 0.10067627754508424, - "epsilon_k_ab": 1810.4338396651838, - "na": 2, - "nb": 2 - }, - "molarweight": 46.0688 - }, - { - "identifier": { - "cas": "67-56-1", - "name": "methanol", - "iupac_name": "methanol", - "smiles": "CO", - "inchi": "InChI=1S/CH4O/c1-2/h2H,1H3", - "formula": "CH4O" - }, - "molarweight": 32.04216, - "model_record": { - "m": 2.4858111592517935, - "sigma": 2.7309279912978557, - "epsilon_k": 101.0845669390466, - "kappa_ab": 0.11953491759977186, - "epsilon_k_ab": 1834.845540500216, - "na": 2, - "nb": 2 - } - } -] \ No newline at end of file diff --git a/examples/fea_adsorption.ipynb b/examples/fea_adsorption.ipynb index ba2474c..ed58dd8 100644 --- a/examples/fea_adsorption.ipynb +++ b/examples/fea_adsorption.ipynb @@ -3,6 +3,7 @@ { "cell_type": "code", "execution_count": 1, + "id": "506d50b3", "metadata": {}, "outputs": [], "source": [ @@ -21,6 +22,7 @@ { "cell_type": "code", "execution_count": 2, + "id": "25cd55f2", "metadata": {}, "outputs": [], "source": [ @@ -75,6 +77,7 @@ { "cell_type": "code", "execution_count": 3, + "id": "03466f78", "metadata": {}, "outputs": [], "source": [ @@ -86,6 +89,7 @@ { "cell_type": "code", "execution_count": 4, + "id": "6dfc584b", "metadata": {}, "outputs": [ { @@ -94,8 +98,8 @@ "text": [ "6.84534814234455 3220\n", "[5.9595, 5.9594999999999985, 5.9595]\n", - "CPU times: user 313 ms, sys: 3.73 ms, total: 316 ms\n", - "Wall time: 315 ms\n" + "CPU times: user 267 ms, sys: 7.27 ms, total: 275 ms\n", + "Wall time: 281 ms\n" ] } ], @@ -117,6 +121,7 @@ { "cell_type": "code", "execution_count": 5, + "id": "e76b4870", "metadata": {}, "outputs": [], "source": [ @@ -127,6 +132,7 @@ { "cell_type": "code", "execution_count": 6, + "id": "336c3e43", "metadata": {}, "outputs": [], "source": [ @@ -137,6 +143,7 @@ { "cell_type": "code", "execution_count": 7, + "id": "3776e67f", "metadata": {}, "outputs": [], "source": [ @@ -146,12 +153,13 @@ { "cell_type": "code", "execution_count": 8, + "id": "4130a5f5", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 8, @@ -160,7 +168,7 @@ }, { "data": { - "image/png": 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\n", 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\n", 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" ] @@ -189,20 +197,13 @@ "ax[1].set_ylim(0,8)\n", "ax[1].legend()" ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { "kernelspec": { - "display_name": "feos", + "display_name": "Python 3 (ipykernel)", "language": "python", - "name": "feos" + "name": "python3" }, "language_info": { "codemirror_mode": { @@ -214,7 +215,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.10" + "version": "3.9.7" } }, "nbformat": 4, diff --git a/examples/pore_geometry.ipynb b/examples/pore_geometry.ipynb index de39af4..e97b056 100644 --- a/examples/pore_geometry.ipynb +++ b/examples/pore_geometry.ipynb @@ -16,11 +16,11 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ - "params = PcSaftParameters.from_json([\"methanol\"], \"adsorption_params.json\")\n", + "params = PcSaftParameters.from_json([\"methanol\"], \"../parameters/rehner2020.json\")\n", "func = PcSaftFunctional(params)\n", "T = 350*KELVIN\n", "state = State(func, T, pressure=BAR)\n", @@ -30,12 +30,12 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 4, "metadata": {}, "outputs": [ { "data": { - "image/png": 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ctJ6vLyLyWHKVBmk3T7pmsdlM1OGInEI5UkSiEA524mFn57G1cMwlDQbWHXQDiYh0jVy5TjZeJFMFoyQlIiI9zlq7PNhJqbpIstqaZ1U5siuokBORrpGrNEjHSvRVwR0YiDocERGRSJXrTfzAMpD0yNcK9FXD48qR3UGFnIh0jcVKg7hbpq8C3uBQ1OGIiIhEKldpADAcq5NzLH2V8LijQq4rrOs9ciIiUcpVGjhBmWQD3KGRqMMRERGJVL4aFnKjbomc45BtFXLe4GB0Qcm66ahC7sRv/Ra1e+9b19dM7L+cbb/+6+c873Of+xzvf//7ecYznsHznvc83vOe93DgwAE+8IEPrGs8IvL45coNvEaYpRLDoxFHI7K5lCNF5HS5cljIDZkSU45DX8VCOoWJxyOOTNaDulaepzvuuIOvfvWrZLNZPvjBD/LlL3+ZJz3pSdxzzz1RhyYiLblKA2rh2Mrp4S0RRyPSO5QjRdpTvuoD0E+RnOuSrYDTrznkukVHtcidz1XBjWJtOMrP8PAwxWKRZrOJtXb5uIhEy1rLYqWBafqAR2pEhZz0FuVIETnd0j1y/bZI3nHCe8iHdA95t1CL3Hl6/vOfz0033cS9997Le97zHl74whdy8OBBrrzyyqhDExGgVG9C4BPUmoASlchmUo4UaU9LhVy6mSfnOPTXDDHlx67RUS1yUXrxi1/Mi1/84uX9r3/96xFGIyKnWyzX6adEUAuvT7m6kVtk0yhHirSnfKuQS/p5cq5Df8UoP3YRtciJSFdYLDcYNCVMvVXIaWhlERHpcblKg2zSw6kukPNi9FU19UA3USEnIl0hX2kwSBGnavA9g0mlog5JREQkUvlKg/5kDCqL5NwYqXJTLXJdRIWciHSFxUqDAVPCqxlqaQ9jTNQhiYiIRCpfbTCQikFlgZrv4ljNIddNOqKQ6/RRrzo9fpFOkKs0GKBIrGpo9CWiDkdk03R6jun0+EXaWa7SoD/lQWWBoBpe4FTXyu7R9oVcMplkbm6uY//QW2uZm5sjmUxGHYpIV1u6Ry5ZBT+rbpXSG5QjReSxLJYbDKbiUFnAVsNRndW1snu0/aiV4+PjTExMMDMzE3Uoj1symWR8fDzqMES6Wq7SYNApkK4COzTZqfQG5UgReSwL5QZDmRjVqQUSlfBrv7pWdo+2L+RisRgXX3xx1GGISJvLVersSRToq4BVkpIeoRwpImdjrWWxXGcwFSNXz9FXGQHUtbKbtH3XShGR85GrNIjHCmQrEBsajjocERGRSBVrPn5gGUsG5KxPthIeV9fK7qFCTkS6wmK5gRMU8QJIDY9FHY6IiEikFkrhZOBjXoWc69BXsVhjcPt1+0G3UCEnIl0hV2ng+OHlxvTw1oijERERidZCuQ7AqFtm0XHoq4Lpy2BcN+LIZL2okBORrrBYbhDUawBkx3ZEHI2IiEi0lgq5YbfIguuSrYAzqPvjuokKORHpCrlKg2Yt7EaSGVGLnIiI9LalQm7AFllwHfp0D3nXUSEnIh2v5jep1Go0a+EcOd7QUMQRiYiIRGvpHrlskGfRcRioGuXHLqNCTkQ63kKpwRBF/FrY79/V0MoiItLjFst1jIFUY4F516W/6ig/dhkVciLS8eZKNYZMAVs3gAo5ERGRhXKDgVQMpzzHohcnUwk09UCXUSEnIh1vvlRnxORxqg71hIuJx6MOSUREJFLz5TrD6TiUZ8kZj2RVhVy3USEnIh1vvlRnmDzxCjT6k1GHIyIiErnFcp3BdAxKszRq4Vd+b3gk4qhkPamQE5GON1es0+8skqkYmoPZqMMRERGJ3EKpwVCrRY6KBcAd0aiV3WTNhZwxJmmMudMY8wNjzCFjzP9oHR82xnzJGHN/a61hckRkQ8yX6qS9BQZKFjOiPzXSPpQjRSQqYYtcnEp5nlQpAMAbGY04KllP69EiVwOeZ619EnAN8CJjzFOBdwB3WGsvA+5o7YuIrLu5Up2+RJ6BkpKUtB3lSBGJRHiPnMdCdZ7+UnjMU4tcV1lzIWdDxdZurLVY4OXAR1vHPwr85FrfS0RkNfOlGjGvQH8FEqNbog5HZJlypIhEodpoUm0EjCV8FvAZKIfH3RHdI9dN1uUeOWOMa4z5PjANfMla++/AVmvtcYDWWt+uRGRDzJfqxPwSjoX02PaowxE5hXKkiGy2hXIdgK1ekUXXZaBssfEYTiYTcWSyntalkLPWNq211wDjwA3GmKvO97nGmFuNMQeNMQdnZmbWIxwR6TFzpTpOrQJAdtt4xNGInEo5UkQ223wpLOS2OAXmHYeBEjhDgxhjIo5M1tO6jlpprV0Evga8CJgyxmwHaK2nz/Kc26y1B6y1B8bGxtYzHBHpEfOlOrbaACClFjlpU8qRIrJZFsthThwyeRZdl/4SeOpW2XXWY9TKMWPMYGs7BTwfuA/4DPCm1mlvAm5f63uJiJzObwYslusElSagG7mlvShHikgUlrpWDgR55l2HwTLER3QxqNt46/Aa24GPGmNcwsLwU9bafzLG/BvwKWPMzwFHgFevw3uJiJxiodwgSwWqYXcR3cgtbUY5UkQ23VwxLOT6gxxzrsuBisEb1ajO3WbNhZy19ofAk1c5PgfctNbXFxF5LPOlOsMmj6k6BA64AwNRhySyTDlSRKIwV6xhDKQai8y5MbIlqx4rXWhd75ETEdlsc6UaI+TxKoZaJoZx9GdNRER622ypznA6jlOZo2hjxHyLO6weK91G33hEpKMtlBoMmjyJCvgDqajDERERidxcscZIXxxKszQq4dd9tch1HxVyItLR5ks1Btx5smUIBrNRhyMiIhK5uWKdkUwCW54hqFoAtch1IRVyItLR5kp1+ty5cI6cEd3ILSIiMlusMZpNUCjPki6FhZxa5LqPCjkR6WjzpTrZRI6BMsRGt0QdjoiISOTminVG0jHmqgsMlsJjri52dh0VciLS0eZKdZImT6oOybGtUYcjIiISqWqjSaHmsz3VYM7W6S+Hx72hwUjjkvWnQk5EOtp8sU6yUQAgs2VHxNGIiIhEa74UziG30ysw5zgMlCxk+zDxeMSRyXpTISciHW26UMWpVgDo37or4mhERESitTQZ+FYnnAx8oAyu7o/rSirkRKSjTRdqUPEBSIzpHjkREelts8UaACMsMue6DJYgPjIWcVSyEVTIiUjHqjaaNKtFKLdG5Nqqe+RERKS3LRVyg8ECc67LSNEQU37sSirkRKRjTedrjJlFnIpLYMAb0Rw5IiLS2+Za98j1NWaZc12GClYXOruUCjkR6VgzxSpjLOKVDJVsDON5UYckIiISqblijWTMIVaZoRQkiPkWb4tuPehGKuREpGOFLXI5UiVDbTAVdTgiIiKRmyvWGckkMMVp6pXwq763RffIdSMVciLSsaYLNUbNAtkiNEcGog5HREQkcjPFGqN9cYLiCUwxANA9cl1KhZyIdKzpQpUBb46hIqCrjSIiIswV64z2JZgvTjNQDI+pa2V3UiEnIh1rOl9jILZIfwViW3S1UUREZLZYYyTtMtPIMaxCrqupkBORjjVTrJFt5ABIbNsRcTQiIiLRagaW2WKNPakKM45huGCx2QxOMhl1aLIBVMiJSMeaztdwq+Hlxv6dF0UcjYiISLTmSjUCC7vjBaY9l6EiuLr1oGupkBORjjVdqBFUqgBs2bUv4mhERESiNZ0PJwPf5uSYac0hl9i6PeKoZKOokBORjuQ3A3KlEs1yE4D0jl0RRyQiIhKtqXx4cXPMLDLtuowWHeJbt0UclWwUFXIi0pHmS3XG7CLNioPvgjs4GHVIIiIikZouhC1yg8E8s45HfynQQCddTIWciHSk6UKNbWYet+xQ7o9jjIk6JBERkUgttcj1Vaco+THcQJOBdzMVciLSkaYLVbaZORIlQ2M4E3U4IiIikZvK1xjJxHGLx/ErHqDJwLuZCjkR6UjT+Roj7jSDRWBsNOpwREREIjdTqDKWTdDITeAUA0BzyHUzFXIi0pGmCzVS3hRDRYhrDjkRERGm8jW29ieZLh1nSJOBdz0VciLSkY7nqvQ5C6TqkNEcciIiIkwXquzsg+N+kdG8xToO3qh6rXQrFXIi0pGO5yqkagUABi+6NOJoREREotUMLDOFGnvjeU64LmM5MFtHMZ4XdWiyQdZcyBljdhljvmqMudcYc8gY859bx4eNMV8yxtzfWg+tPVwRkdCxxQpuKRyda3DPEyKORmR1ypEislnmijUCC7tjC5zwPEZzlsSO8ajDkg20Hi1yPvCr1tr9wFOBtxpjrgDeAdxhrb0MuKO1LyKyLqYWy5iiD0BiXJOBS9tSjhSRTbE0h9w2M88Jz2Vr3pBUfuxqay7krLXHrbXfbW0XgHuBncDLgY+2Tvso8JNrfS8REYB8tUG8Ngclh0bM4A6pMUPak3KkiGyWpTnkRpuzTBuPwYIltlODgXWzdb1HzhizB3gy8O/AVmvtcQgTGaAhc0RkXRxfrLLNLJAsOJSHEpoMXDqCcqSIbKSlFrmBxjTlagzHQmyHCrlutm6FnDGmD/h74L9Ya/MX8LxbjTEHjTEHZ2Zm1iscEelix3IVtpoZsgXwxwaiDkfknJQjRWSjHc9VMQZS1SmCkguokOt261LIGWNihAnqY9baf2gdnjLGbG89vh2YXu251trbrLUHrLUHxsbG1iMcEelyxxYrDMcmGcuBs2N71OGIPCblSBHZDMcWK2zNJqkWJknnLaBCrtutx6iVBvgwcK+19n+ueOgzwJta228Cbl/re4mIQNi1csCcoL8CyV17ow5H5KyUI0VksxzPVdg+mORE6QSjrXZ/b7sudnaz9WiRezrw08DzjDHfby23AO8DXmCMuR94QWtfRGTNjuUqDPtzAPTv0Rxy0taUI0VkUxxbrHJRv8OxRp6xnMWODOIkElGHJRtozTMEWmu/CZxtpIGb1vr6IiKnO7ZY4apKCYDRPfsjjkbk7JQjRWQzWGs5tljhtXvKTHoeYznw1K2y663rqJUiIpvheK6KWwpH58rs3hNtMCIiIhGbL9Wp+QF7Y3NMeh5b8pAevyjqsGSDqZATkY4SBJZibg5ThKYDngaAEBGRHndsMZxDbpxpJjyPkbwlrjnkup4KORHpKHOlOlubU8SKDqXBOMZ1ow5JREQkUsdyFQDG/CnytRheU10re4EKORHpKMdzFcbNNNmcoTaWjTocERGRyB1bDAu5/toxmsVwCIz4rl1RhiSbQIWciHSUiYUKW9zjbF0Au0tXG0VERI7nqiQ8h3rxCNnFcA65+EW6R67bqZATkY7y6FyZYTtJXxXiF2sOORERkcnFCjsGUxwrTLJtwWJdR5OB9wAVciLSUY7MlxmpzgLQf8nlEUcjIiISveOLFS7OBkw2S2yfB3Zsw3hrnmVM2pwKORHpKEfmS6RLrTnkLrs64mhERESid2yxyhXpRSY8j20LluSePVGHJJtAhZyIdJQjs0VihTqBgdFLr4o6HBERkUjV/YDpQpVLY3Mc8Ty2LUB6zyVRhyWbQIWciHSMRjOgmTuGycPigIObSEQdkoiISKSOLVYILFzkzDBb90g2IL5HA530AhVyItIxJhcqXGROkMo5lLdkog5HREQkckfmywBsD6aoF2MAxC/aE2FEsllUyIlIx3h0vswuM8HwooHx7VGHIyIiErmlQi5VfZh4Lvxqrxa53qDhbESkYxyZLzNmHyZTg9pejVgpIiJydL5M3HWYLjwaTj3gucS262JnL1CLnIh0jCNzJYaqUwCM7NOIlSIiIkfmy+wZ8jhSnWbbPLBzG8Z1ow5LNoEKORHpGEfmyyQrRQB2XH4g4mhERESid3ShzHX9OY54LtsXLKk9e6MOSTaJCjkR6RhHZwu4eR/fgayGVhYREeHIXJmrkjMccWNsn4f0pZdFHZJsEhVyItIRrLU0Fo6SXHDIjcUxsVjUIYmIiEQqV26Qr/pc6kyxWPKINSFxmQq5XqFCTkQ6wlS+xhZ/guE5Q33XSNThiIiIRG556oHmBM1cHFAh10tUyIlIR3hgushOc5gtOYhd9oSowxEREYncUiFnao8yMgvWQGKv7pHrFSrkRKQjPDBdYGflEQCGrro+2mBERETawFIhd6xylF2zlmDHFpxUKuKoZLOokBORjvDgTInB0jwA49c8PeJoREREovfIbIndmSYP+wV2zViSGuikp6iQE5GO8MBUgVSuTt2DgT1KVCIiIg/NFnn6wDwPt0as7L/8qqhDkk2kQk5EOsLizFFSC4aFLXFNdCoiIkLYW+W61HFyhRiu1UAnvUaFnIi0vVylwXD5gXDEynGNWCkiIrJYrjNfqrPPOYqf8wAVcr3GizoAEZFzeWC6yMUcZrgIjSdoxEoREZEHZ0oAJBsPMTRvsA7EL94TbVCyqdQiJyJt78HpIjuLDwEw9KSnRhyNiIhI9B6aKQJwovYIe05AcNFOnHg84qhkM6mQE5G298BMkeHcAgC7rn9uxNGIiIhE76HZEiNuifubRfaesPRd/aSoQ5JNti6FnDHmI8aYaWPM3SuODRtjvmSMub+1HlqP9xKR3vPgVI7sfIO5AcPwtouiDkfkvCk/ishGeXC6yDP6ZzlajzNYhv4nPjnqkGSTrVeL3F8ALzrt2DuAO6y1lwF3tPZFRC5Y6diP6Z8xzI2now5F5EL9BcqPIrIBHpotcX1mitp8DIDUVVdGHJFstnUp5Ky1XwfmTzv8cuCjre2PAj+5Hu8lIr1loVRn58IPGFk0NC4djzockQui/CgiG8FvBjw6V+IS9wiZWZfAMSQuvzzqsGSTbeQ9cluttccBWustG/heItKl7j2e5wmVHwEwfOCZEUcjsi6UH0VkTR6dL9NoWprNw1x8AvyLtuMkk1GHJZss8sFOjDG3GmMOGmMOzszMRB2OiLSZe47nGcqfAOCyG18ccTQim0s5UkRWc/hEAYeAo/Vj7D1hyVz1xKhDkghsZCE3ZYzZDtBaT692krX2NmvtAWvtgbGxsQ0MR0Q60T2TOTILNWYHDeM790cdjsh6OK/8CMqRIrK6+04UuMw5xsM1w0AZhq+5PuqQJAIbWch9BnhTa/tNwO0b+F4i0qVmjz3IwLRDfjyDMSbqcETWg/KjiKzJ4RN5npM9Rnk+nDdOA530pvWafuATwL8B+4wxE8aYnwPeB7zAGHM/8ILWvojIeas2mgwf+wYjeXCv2hd1OCIXTPlRRDbC4RMFrkk+zNBxl2bcI7lfPVZ6kbceL2Ktff1ZHrppPV5fRHrTA9NF9uW/D8D257w02mBEHgflRxFZb+W6z6PzZcz2B9g3YWnu34uJx6MOSyIQ+WAnIiJnc+hYjq1zs1TisO/Gl0QdjoiISOTunyqCDThePcHFUzB4w9OiDkkiokJORNrWjx6dZXiqyfHxGMlEJupwREREInf4RIG95jgzcw6OhZGnPCPqkCQiKuREpG1VDn+DsVlDfd+OqEMRERFpC/eeyPOU2I8x0zECA6lrrok6JImICjkRaUvFms/Oo3fgAMNPe07U4YiIiLSFQ8fyXNl/mD2ThtolO3D71GOlV6mQE5G29MOJRcbnj+I7sO+5ZxsvQkREpHcEgeXQZI6G8zCXHbP0Xaf543qZCjkRaUvfe3SBbccqPDzusG30oqjDERERidxDsyXi9QVy0xUSPmx/9s1RhyQRUiEnIm1p4YffYmzWkNs/GnUoIiIibeFHk4tc6/wYMxmn6RoyT7kh6pAkQirkRKTtWGvZ8cPPAJB+5rMijkZERKQ9/HAix6Xpu3nCI1C9Yg9ORvfH9TIVciLSdh6dK7PjxIMsZuDK57wh6nBERETawt2TOfrMA1w0A6PPe2HU4UjEVMiJSNv5t/tPsOVYjR9f7LFv5PKowxEREYlcM7A8PHkCe7wEwLbn3RJxRBI1FXIi0nbmvvJ3pKoG50l7MMZEHY6IiEjkHpgucnXwA/qPulQGEiSecFnUIUnEVMiJSFux1jLyg38Kpx142c9EHY6IiEhbOPjoPJfE7+RJD4F92nW60Ckq5ESkvfx4qsCeR2a59yLDtVe/POpwRERE2sJdjywwNn+EZAP2vOKNUYcjbUCFnIi0lUOf/wKDeVi8agTP8aIOR0REpC08+PD9ZB4NKKcdhp+mEZ1FhZyItJsv/wVNAxf/xCujjkRERKQtTOWr7Kx8kSsegtoN+zCeLnSKCjkRaSO1RpPt9z/CPRfB0258S9ThiIiItIWDjyywb/EuUnW4+DU/H3U40iZUyIlI2/jeP36BwVzAxBV9ZBLZqMMRERFpC99/6Bg7HqxQShu2PfP5UYcjbUKFnIi0jdInP0QlDttfrLlxREREllTu/gSXPwTFZ+7DxGJRhyNtQoWciLQFv1Bg7J6H+df9hptu/MWowxEREWkLs8Uau+//Kl4A+97y9qjDkTaiQk5E2sL9f/0xYj4cfdIAW/q2Rx2OiIhIW/jGfUd5wo/LTIx7bL/6qVGHI21EhZyIRM5aS+6TH+bIGDzrOT8ddTgiIiJtY/Izv8XWBUi9UEWcnEqFnIhErvStf2Vgqsg3rnN48VN/IepwRERE2oK1lj3/die5DNzwS++POhxpMyrkRCRy93/wt5jvg/Q11+A4btThiIiItIXvf/lzXHK0yYMH+olnh6IOR9qMCjkRiVTl0CGShx7iiwcM/+Hm90QdjoiISNuY/P/eSzkO+17/S1GHIm1IhZyIROrY7/0OpQTk9g+ye/tlUYcjIiLSFhYP/YCLD81z6GrDgWe/KepwpA2pkBORyJS+/W3q//Yd/uHpDtdfoauNIiIiSw6951cpJ8E+41lgTNThSBtSIScikbBBwPHfeR9z/fDgFTFe9Zw3RB2SiIhIW8j967cY/tEk/34g4NoXvDPqcKRNqZATkUgs/u3f0bj3MJ94luGGodeRjGmQExEREVuv8+C7385MP9T37ubKvbujDkna1IYXcsaYFxljDhtjHjDGvGOj309E2l9jaooT7/8d7r4Imrvj/NTNb4s6JJFNp/woIquZ/OMPkZqY45vPaWIu/k84jrpVyuo2tJAzxrjAHwIvBq4AXm+MuWIj31NE2pu1luO/8R78WoW/vtkwEnsLF432RR2WyKZSfhSR1VQPHyZ324f55hWGsewOnnnj06MOSdrYRrfI3QA8YK19yFpbBz4JvHyD31NE2tj8X3yU0te+xl8/23ClHeClN78+6pBEoqD8KCKnaBaLPPy2XyaXCjh+Y4V/dd/Itbs1d5ycnbfBr78TOLpifwJ4ysoTjDG3ArcC7N26lcKXvwyOi3GdVdbhYlx39XMcA66LcRxw3RXnOsvHVl2LyKYo33UX07/3e/zwCS6HntRkZ/1XeMrFw1GHJRKFc+ZHWCVH3nHHeeXBU/LfheTD049ppDyRTWGt5di73kUweYwPv9ZwS2kvyac+U90q5TFtdCG32r8+e8qOtbcBtwFclUzZibf9xw0O6UyBY8AYrHNywXHOWLO0dh3simSI64LngediPC9Mlp4XbnsejudhvBiOF8PEYjieh+PFcTwPNxbH8eK48TiuF8OJxcBdem7rdVwPEzvzdXFdjBcLH4vFMPH4inUcE4+tWMeUkCVStQcf5Ogvv5XFIZffv8Xnxumreemrn61/l9KrzpkfYZUc+dbNvZ/UGtPKdScvpp6tSDSuizGtY0vFYKyVw5Zy44r9MGfGwuedvh/zVs+Fq+TG5VzYysFn7HseJh7HWZkjT8mXsfA8kQjNfOADFL/wRT72XIfXphf5rflf4U+u2Rl1WNLmNvov1wSwa8X+OHDsbCcXhwO+8eoKgTVgwbbWgQ3zXRCE59nALKc7GwDWEEB4bMXzWDrPAhisNZgVjxt78jlYC9ZignB/ae2sXILT1q1tNwCnBl4FnMDiNcPjXnCWdTN87innnZG+11/gudhYmEjxPIjHIBY7JZk58QROIoEbby2JZJj8lh5PJDCJJE6ytU4lMYkkJpnASSYxidY6mWztt85NJsPX0Jf2ntSYnOTIW36eCnX++081eWUlxneG38ZznjAWdWgiUbmg/AhwYovL+24dxAYBNgjCpNi02KAJQbheLUctrc258tkZx21rHeDYIHz+WfKg08qpS9ueNXjWwfUNXt3gWfACgxsYvFbeXF6aS7nU4gQWp7li3bQ4zWBDfxFAWIyeXtzFz7wg6pxxofS05yznwpP5cTlftnLhco5MtHLj0mMqJnvW3Ic/zNyffZgvXuvQuLJKMfdshnbtZ9+2bNShSZvb6L8a3wEuM8ZcDEwCrwPOOlnU6Ogl3HrrX0DgQ9A8ubZL20vHz3Is8E87Hpx2bMV5y8fPdszHNn0C6xMETRpBgyDwaQYNGs0GzcDHtw2Cpk8j8PGDBk3bDI8HPg0DPtA0Bh+Db6BmDA3AN+F+eDzcblhD0xqaFpqBoUm49jHYwITHWkVo0zpY6xBYQ4ATFrOBwTYNBBbjAwGYpsVthgWj51u8ICDmB8SajfBYa4k1wauDV4WYb8P90x6PN0247YeF6uNhjYFEHJOILxd8TjKFm0rjZtKYdBpnaclkWtuZM49lzjxPCbB91e6/nyNv+XnqpTz//dV1bohV+ezEr/E/f+lqFfbSyy4oPwLs8St8NH/PWR+3BpoGAgd849B0PJpeLFw7Hk3HpenGwvXSfmvxHZfAhOum4xI4Dr5xaRpD4Lj4jkOztd80zsm147bWhoZx8DHUTZjbwnxnwzXQIMAHfBvQwIZr28QnCLeDZrhvw7zaCBr4gY/fbOA3G+D7NP0wf7mnF4MrisJTj4V5MLYy3y1t+5C0LonAJRm4xAOHROAQbzaJBZZ4s0EsgFjTEGuAW13KgRbXB7cZ4PoBjh/gNJqYRhPTaGCCx3llduli6Yoiz0kmMankufPiyty48lg6jUml9Le2TVlrmf2DP2D2j/6Y71wZ52s3WT4y5/Cswiv4jRddFHV40gE29NuvtdY3xrwN+ALgAh+x1h466xPiadh1w0aGdEEMYdAuELvQJwdNaDagWQ8LxGY93A8areOnbS+ft8r20nP9arjtV8FvrZs18Fcup54T+BXqzQb1Zo16s0GjWaMWNMKi0hhqxlBzDHUMdQM1JzyWX3rMGKomTMxVY6i5HjU8fOvgBy5B4NBs1cg0wPoW2whwfUvch7gPiUa4jjcscb/eWorEW8cTOUjNGVINh1QdEnVLom6JNS7gKmw8jpNO42azuNksTn8/brYPJ9sf7mezuP1ZnL7WOtt6vL/1eF9f2O1H1lXha1/j2K+9nWbM4d2v9cn21ykdew1XP/F6nqwbuKWHXXB+BBjeC69+P+EfXT/MIYG/vG+CBl5rP77K46vvt3LV8gVQH3w/zC0rjzVb5y6/RmNFbquv/w/IuOAlwI2BmwA3Dm4M66VpunH8RIqGF8d3EzS8eLi4cWquR8ONUXNcao5Lw3GpOQ51x6VuoG4cagbqEOa8VlFZtAF1Auq2SS3wqQd16s1wqTVrNIIGtWaNml+j0qxQ9as0gsYqv1gHr8ly/lvKc0u5MN30yNgYmcAjE8RINV3Svkc6cEk1wyXRNMt5M9aoE6tV8PIzONUGTqWGqdSgUoXmeV5VNeZkgbecI7O4fa11tn+VHNk6L9uP258NWw5VDK6roFzm+HveQ/4z/8id1/dz2011Pj5xhL/d8hs4lQFe8sTtUYcoHWDDmzGstZ8FPrvR79N2nPBGdGLJaMMAkq1lmbVnFoRLRWCjAo3yiqWy4thq69OO1cNtv1Gm4leo2gYV41B2DBVjqDgOZWOoOIZy6/iccSi5HiUvTtmLUXY8Sq5LxUKjAX4jIKg1MfWAZAOSdUuqDsmlpQHJeoNUPUdfvUh/fZq+Ew6ZRyBVDUhUm8Sr/rl/VpkMzkA/3uAQ7uAg7tDp60HcwUG8pf3BQV3pPIugWmX2Qx9i7s8+TOOScd5+8zROus5P5p/K+3k2X7plf9QhikTugvNjcgCufMXGBfR4WXvahceVFyBrJ7ebtcc43nq+v2L7lOPha5pmDc+v4/kVkn4NqnOtHFaFRvXktl9d22eKZcKLy7E0xDPhEktDfCBcZzL4sRQ1L0HFi1Px4lRdj6rrUnU8Ko5DxUDVOFSxVLFUsFSDepgbm1VKfoU5v0rZL1NulCk1ShQbxeVte+Ytkyt+5hBruqTqhkGbYriZZDAIl4EgQX8zTtb3yPgu6boh1TAkagGJio9XruPOTmMefRRbKNIsFMJk+1g8L7xQeo6ceEre7O9Xb5mzqBw6xPF3vIPaAw/y5ReO8ZcHCvzRsWOMXfIy3v+jS3nT08ZJxnRxWc5N/8N6kTHhlU4vsWFv4QFZIOvXoV6EWqG1LkK9EK5XO7a0X8tDY+mxClTzNBolSo5DMWEopRwKjkPROBQcE257cXLxJEc9l4LnkHdc8g7ksRSbDfxqg3QNMlVI1yyZGqSrkK5BX80w3AgYrJcYqJbJHpsk/UCTZKlBrFQ7+48ykVhOWt7ICN7oCO7IKN7oaGt7pLU9GhZ+Xd7qZ62l+C//wvRvv4/6o48y+4In81+e9EMub9b51eA6XjX9an77lfvZNhDtBQ4RWUfGgBcPl3ZhbesCZeXUAq9ROXncr7X2VxaCrfMbZaiXwmVpu1GG8tzytlcv4dVLZB6r4DpdLA2JfkhkwyW5tD0Eid3QHx6z8T4qsRRlL07R8yg5LmVjKDmGkm1S8sNib+VSbBQ5Xs9zuJanUJ8nX89TqBcesyB0jEM2lmXYybK12cdYkGasmWHIjzPYiJGtu/TVDOmaxS37OMUaJl+kMTlJ9dAhmgsL2PrZW2SdgQHcwQG8oWHc0VY+HGnlxxXb3sgITiZzIb/hjtRcXGT2T25j/i//EjPQz5/97Ha+un2BD81XuD4zzm8lfwmY5c3PuDjqUKVDqJCTjeXFwRuG9NqHmI/5dQZreQYri1BtLZVFqObO3K7mTu5XFqCaw8dSdBwWHYdczCGXcMgNOSzGMywkUszHXB7yXBYchwUTsGCbLDYDCFwyVegvQ18F+iuW/orDlkaSsXqSobphoJyj78Q8qR/fTSxXxqmvcnXTcXCHh1uJ7LSib2z0ZMG3VPR1UEufbTQofOWrzH/0o1S++13cXeN8+b8+nduS/85zSxV+ve9pPPfHr+WZT9jCa6/fde4XFBFZC2PCHjGxJKQ28H2sDYvAejm8ELncM6V0aiG4dPGylm8tBai21oWpk8dqBcBigHRrGT39PR0PUkNnWZ4AA4PL+0FygFIsQd51KRjIN0rLBV6+nidXy52y/WBtgbuqUyzUFqh4lVV/dq5xGUgMMJQYYiixhzGnn+3NLFvrKUbqcQarLv1VQ7rcJJ6vEiwu4i/M03j0CJXvfo/mwkL4czuNSafD3Dgygjc2Gl4IHTk9P47hjY7gJDvrYmDj+HEWPvUpFv76YwTFIrUXP5N3XH2IYrLKbfk4B0pT5N7wSf7yw8d5+TU72Tm4kf9opZuokGsTxZrPx779KI4xGMMpa8cQ9nFfOg6rnmcMmNZ5rjG4jiHmOniuwXMcYu45jjkGz11xzHHaa/4SLw7eKGTOSGvn1vTxqosMlmYZLM9BeTa8slqaC9fL+7NQng/3/SoBkHMcFlyHOddlLhljbmiAuWSK+ViCH3gucyZgNqgz26zg2yZYS6rmMliCgTJsrybZ2ehjazXBSNlloFQlM/0IifvvxV0swGpFXyzWKvZOFnru0vbo2CmJzUmn1/yjfTxss0nlBz+k+NWvkrv9dvzpabzt2zjxyy/nPcP/Qr757/z8Yo63XPwabrnvxQyk4YOveVJHFagiIo/JGIilwiUzsvbXC4KTvViWi7v8yaJv6aJlZeHkkj8GU/eE2/XCKS/n0OodEwYbFniZsdYyumL7MhgdO+WxipdgsZZjobbAQnXh5Lq1vVhdZL46z73lh/lmZY5CY8V7J8LFGXYYSY4wmhplNDXOaOoaxuLDbGukGat4jFQ8BkqQylUJ5ubx5+bwZ2epP/II/sG7wqJvFU42u0p+HDvzwujwcGQ9YfyFBUpf/zr5L3yR4te+Fn43eM6z+OzzB/nj4j+zt38Pf7JY46ITB+GNf8uf3Jek2gj4xWfvjSRe6Uwq5NpEvtLgtz93X9RhnMFzDAnPIRFzw7XnkPBcErEV255Dcunx2MljS89LxlwycZdU3CUT90gnWuu4SzrhLT8Wd52N+5Lveq2kdZ5FoLVQL+GUphkqTDFUnGJvcQqKU+HV0+KJ1vYklGYAu1z0zbguM57HTGaImYEBphMpjnseP8BnKigy2ygQLM+fYUnXXLZUE1zsD7Kr3sfWWpLRclgIZnJ14pOP4vzohwTzq1/FdNJpvLEx3LEViWxFMltOcCPDj/t+haBUoj4xSWNyguq991L90d1Uvv99mouL4HmkbnwKj/zCi/izvru4Z/Gfubbi89/nclx002/zhrsu41guxydufQojfRvXnVdEpOM5TtjdMtlPOGf8BWo2TvZEOX0pz7cuWM6E6+l7wu3K6sVSyomRyoyyPTMKmS2Q3Q7ZbeEyuPfkft8WcGNU/SqzldlTlpnKzMnt8gyH5w8zV52jaU8dqMVNuoxdNsa2J21ja2Yr29JXhuvEWJgTKx6ZfAM7P48/M4s/u7TMUD10D/7MDEG5vOrP0x0exhtbkRtXy49jo+GgZ4/jO4gNAvyZGRoTE9QfeYTK3XdT/eGPqN5zD1iLNzbG4Jt/lrueMsT/PP4xZoozvOHSV/Ff7/0mycnvwitvY2rL0/nIR7/Ky6/ZwWVbNeWAnD9jV/liGJUDBw7YgwcPRh1GJILAUmk0w+nvrMUGrXVrP7C2Nafeyf3W1HennGetJbDQDCzNwNJoBvhL6+ZjHAvC7aXHls6r++FS8wNqfpNqI1zX/IDayu3W4+Gxk+deCM8xpOMumYR3suiLu2STMfqTHv2pcJ1NxuhPtdanbIfruOdsxK/o7Jp+2IJXOAHFaSgcC6+Q5iYhP3Fyu1ECwmG451yXKS/GVHaEqfQgJxJpTnguJ2hyolllppE/Wey1DLh97DVj7GkMMF4PW/iGSw79xSbpfA1vsUgwO48/O0tQKKwSaFj0meXpG1pDVKdS4WS/S6zF1uoExSJBsUhzcZFmLnfycWOI791L4uormbp6J1/fmecfTnyBxdoilwQuPzs3zUsHLsd/6R/yy18occd9U/zB65/MS564Y71/8tLhjDF3WWsPRB1Hp+jlHCkbqNk4WeCVZsKeKsvbM2FPleKJ1kXMqXCaplOYsBUvu21FsbcdsluhfxwGd8HAeHgvINAMmizWFpmtzDJVnuJE6QQnSieYKk8xVZriRPkEU6Upqs1TB6xxjctYeoxt6aViL1xvTW9la2YrW+hnoATML7SKvRn82Vmas7OnFX+z4cisp4vFTpm2YXn6huRpFyADS1AqERQKNEtFmjOz2BWDxTiZDMmrriJ93XU0nnYNX0o8yMcOf5zjpeM8cfSJ/Nqlr+VJX/wfsPAovPrPYf9Leec//JC/u2uCr/zqc9g1HE0vG2kv55sf1SLXJhzHkEl016/DWku9GVCtB5TqPuV6k3Ldp1QL16vvNynVfMqNJuVa+NjkYoV7Kw0K1QaFmr9ao9QpkjGH/mSMgVSMoXScoUyM4UycwXSc4XScoUycoXSMoczJ/f6k9/hbA13v5FXKs/8wwi4x+WN4uUm25ifYurLYm29t+xUgLPZmXJcT8SQnsqMcTw9w3Elywq1xrzfJV2IlcokyDJz6NoOJQbamd7PVG2J3o59t1QSjFY/BEvTlfZK1gFg9wKv6UKkSlMthkXbaD9XE47ijI8T37MFk+/C3DFEcTTORqXO4v8Sh2kN8d+qrVPwK3qMOz/YNb5iZ4vr4KOam91O54rX84se+x7/8eIbffPmVKuJERNqVGzt3DlsSNMPCrnA8vHi52vrY95Z7qpwiOQADu3AHdjEyMM7IwDj7BnfBwB7Y/gzo2xqO9k34/SFXyy0Xeqev75u/j68d/Rq15qmDkTnGYTQ5GhZ4O7ay9bKtbE3vZWv6xuWibyw5ilushAXe0jIzS3NhnqBcISiXT11mi2EX2iXG4GQyxPdchJPpwxsdITY+TmznTrzxcR7uK/O16YN8Y/IbfOeePyOwAdduuZZ3PeXXeeb0ozh//0thV9z/43bY83TunszxN985ypuetkdFnFwwtchJRwkCS7HuU6j65CuNk+tag3xlaTtcL5YbLJTrLJYbzJfrLJTq+GeZqNV1TFjcpeOM9iUYy65YVuxvySYYSsc35t5Ba8MuLrmJcMlPQu5oWOAt7eePLV8NrRjDlOtyItXPVN8wU6ksU/EkU45hBp+ZZoW5eoGA1VtG406cTCxDOpYm7sbxHA/PeFjs8vxJZb/MYm2RwJ58Dc847HH7uL7W4GmzE1xfKZPZeT1c+9PwxNdyJNfk1r86yOGpAu975dW89vrd6/+zkq6gFrkLoxwpHaPZCFvv8sdg8cjJvJabaOW1o2EX0JUcD/p3wsCuViveyvXusFVvxWjbK4u95aV06vpE6QRl/8wul8PJYbamtzKcGmYwMchQYoiBxACDiUEGE4P0xftIuAnibnx5DdBohpPU15o1FmvhPYKzlVmO5I/wUO4hHso9RKV1QXZP/x5u3nMzt+y9hb2VEnzh1+Hhr8NFT4dX/Rn078BvBrzij/6VE/kqX/6VZzOQuuBZi6VLqUVOupLjmLA7ZTJ2waM6WWsp1HwWSycLu/lSnYVyuMyXGiyU6swWa/xgYpHpfI1K48wJV13HMNoXP6XI29afZNtAiu0DSbYPJtnen6I/dYGtfMaEo3umh2H7E1c/J2iGVz3zk6RyR9mTm2TPyqLvxP1hN8+WJrDgOMwlM8ynBsglM+TiaRZjCUpunLJjKAYBDRvQpIFPDWMtMQtxDCmbYtjxGKmVGS3McElpgd0Nn5hxYfwAHHg5XP1TMLYPay3//KPjvOvTdwPw5z9zPc/Zt+VCfkUiItIN3FhYeA2Mw64bVj+nmg9z12KrsFtZ6D38jfA2BXvahci+bWFxN7gbM7CLwcFdDA7sZt/gbthyXTjf32mK9eKpxV2r6+ZUeYqF6gKP5B4hV8tRbBQf98fdmt7K3oG9vOqyV3HFyBVcv+16tqW3wuRd8MX/Gw59GhID8JIPwrU/E94LCfzFvz7CjyZzfOgNT1YRJ4+LCjnpGcacLAJ3j5xf94VSzWemUGOmWAvXhRrThery9kyxxqFjeWaLNU5v7EvHXbYNJNkxkGLbQDIs8lrF3tLxCy72HBcGdobL2ZJjo9K6L+8obm6S0cJxRpdudK/Mh+t8a3TOeimcdHc1biJMitltYZeXS26Asf2w5XLYcW3rZvzQo3MlfvOf7uHL905z9c4B/vAN1573z1hE5LFM5as8NFMKR252wpGbzcqRnM8Y6Xlpe+m88FzPdYitGJ15abRm1zEaTTcKS4O6bNm/+uPNxooWvaOtgu9IuD/5XbjnMxCcNupzanhFK95FMLiLvoFd9A3u4pLh/bDjxlO7Sa7QaDbI1XMsVhcp+SXqzTq1Zi1c/BrGGGJOLFzcGIOJQYaTwwwnh5db7LA2HETmux+Hu/8epu6GeB8867/BjW8NRw1tuedYnvd/4TA3Xb6Fn7h6+3r8RKUHqZATeQyZhEcm4bFn9LEnKvWbAdOFGsdzVY7nKpzIVTm2WOVEvsKxxSrfvH+W6UJ11WJv+0CSHYOp5UJv52AqbNUbSLFjMEk6foH/TWMpGLkkXM6HtdCsh5PjYsFLghs/a7Jb6YHpAn/69Yf5u+9OEHMN77plPz/79D147iYPOCMiXesr903zzn/40Ya9vjEQc5am5THEPQevtR9vTdcTc8PRmZMxh6Tnkoy74Tp22vHW9tKIzUnPCQfvSnj0tfJJX9wjk3D1d/Jc3BgMXRQuqwmCsPvmcqG3ouCbvR8e/Eo4h99K8eyp3TWXBmJJjxBLDTGaHGQ0tSUcmOWxcmDQDAc3W5iA3Ldh5j44/oOwwCyeCM/ZcW3YAnfVT51y4RPCi8Rv+8R3GUzFeP9PPVEXEuRxUyEnsg4812HHYIodgylgaNVzTi/2ji9WOZ6rcmyxwvFchftOFJgpnNk6NpCKsX0geUaBt30gtdzat6aROo0J7zvwzm9qgGOLFe64d4p//OFx7nx4nrjn8NNPvYhffs4lbOnvrElaRaT9Pe/yLXzi55+6PCrzGSM1B5wxcvPSyM5L66WRnOvNAL81OnO9NXKz3wyot9b+ynOaJ8+pNwOqjSaVepOFUoNqa5TmaqMZLn5A8yz3YJ9NwnPoS5yckme50EuEhV4m4S0P3LW8pMP1YCpGfypGMhbNHGltwXGgf3u48JQzH7c27Hmy1Iq31IVzsVX0Hf32mffpLTFu2JLmuOG9e24MMGFh2CiHk8Cf+gQYvQwufibseSZc9sJWXGdqBpZf+dT3eXi2xMfeoml5ZG1UyIlskvMp9up+wFR+qbirMtkq8o4vVjmWq3LXkQUWy6d2JTEGRvsS7FjqujnYKvpa2yOZeGuahhjuBQzS0mgGrZbFCoenCvxwIscPji5y/3R4H8He0QzvePHl/NR144wqEYnIBtnan2RrB1wkaiwVe42VRV5ApdGkVPcp1cKlWGuu2D712EK5ztGFcuvxJsXaKsPkr5DwnFMLvVaxN5KJM5xJMNIXZ7SvtZ2JM9IXv/BeHp3KmHCS9swI7Hjy6udU8+F9eZWF1mTrCycnXK+XIPDD7puBH7YAxlIQT0MsE85LOzAeDtAyvBcSfecMyVrL//PP9/CFQ1P8xkuv4GmXnOfctiJn0SP/m0U6Q9xz2DWcfswhiMt1P2zVWwyLrGPLhV6FB2aKfOP+GUr1MwdpAcgmwvn4skmPuOfgOmFXIs9x8IOAUi38ElKs+cyddt/fSCbOE8cHeNV14zx//1YuGcuoO4iISEvMdYi5Dtnk+g1a0Qws+UqD3FmWpccWy+H6eK7KfScKzJVqZ53LNRVzGc4sFXhxRvrCgm9rNtkqmhNs7U8ylk10f4tfsh+SV2zKW1lr+d0vHObPv/UIb376xfzs0y/elPeV7qZCTqTDpOMel4z1ccnY6lf/rLXkq/5yl82F0pmJP1/1aQYnJ3/3mxbPcdgxGCMV98jEXbb0J9k5GN6/t3esjx0DSRVuIiKbyHVMOPdpJn7Bzy3XfeaKdeZKdeaKtda6znyptnx8pljj8IkCs8U69eaZhd9gOsbWbJItreJuqcjbkg0H8No5lGIkE1duOIdmELbE/fm3HuH1N+zm//qJswzwInKBVMiJdBljzHIXm/3b+8/9BBER6TrpuEd62DuvSaattSyWG0wVqkzla0zlq0znT25PFWo8MD3LdKF2xr2ACc9h52CKnUPhfds7h8JBu3YMphgfSrG1f433cXe4XKXBf/rE9/iXH8/ws0/fw7tfcoUKX1k3KuREREREepgxJ1v+Lt929vOagWW+VF++l/vYYoXJ5aXKvcenmS2eOmiXMbA1G7be7W7dOnDRcJqLRtLsHk4zlk10bWHzzftnefvf/5DpQpXfesXVvOEpu6MOSbqMCjkREREROSfXMYxlE4xlE1y1c2DVc6qNZjhY10JY6E20Cr6JhTJ3PjzP//7+JHZFo14q5p4s8EbCZanYGx9Kd2Rr3uRihQ988TD/8N1J9o5m+JtfuJFrd68+yJnIWqiQExEREZF1kYy5XDya4eKzzL9a85tMLlR4dL7MkbkyR+bLPDpX5sh8iW8+MHPKIC2Oge0DYUveUoG3azhsyds1lGK4ze7Pe2C6wEf/9VH+5uBRAH7x2ZfwX55/WfcPGiORUSEnIiIiIpsi4bnsHetj7yoDdllrmSnUlou8cF3iyHyZL987xWyxfsr5mbh7RnG3u9Vlc3wovSkF1MRCmS8emuLzd5/gzkfCuVVfcc1O/tPzL2PnYGrD3196mwo5EREREYmcMYYt/Um29Ce5fs/wGY+X6z5H5yscnQ9b8o7Ml5lYKPPoXIlv3j9LpXHq1Dtbsgl2DafZ2p9gSzacUmFLq2volmyS4UycvqRHOubiPMY8q0vTQEwVqjwyW+Lh2TKHjuX47qMLHMuFk4Pv25rlv928j9ddv0uTfMumUSEnIiIiIm0vHffYty3Lvm3ZMx6z1jJbDCdUP9pq0Qu3Kxw+UeAb989SqJ59gvVM3CWT8Ii5DrZ1E58FilWfwioTs28fSHLdRUO8ZfcQz9k3tmoLo8hGUyEnIiIiIh3NmJMDsZxtYJFKvclMocZ0ocp0ocZCuU6p5lOsNSnVfEo1H781vcJS+1wm4TGYDqf0Ge1LsGckw0WjafrXceJ3kcdLhZyIiIiIdL1U3A3voRs599x6Ip2g88Z0FRERERER6XEq5ERERERERDqMCjkREREREZEOo0JORERERESkw6ypkDPGvNoYc8gYExhjDpz22DuNMQ8YYw4bY25eW5giIiKdRTlSREQ20lpHrbwbeCXwJysPGmOuAF4HXAnsAL5sjHmCtbZ55kuIiIh0JeVIERHZMGtqkbPW3mutPbzKQy8HPmmtrVlrHwYeAG5Yy3uJiIh0EuVIERHZSBt1j9xO4OiK/YnWMRERkV6nHCkiImt2zq6VxpgvA9tWeehd1trbz/a0VY7Zs7z+rcCtALt37z5XOCIiIm1DOVJERKJyzkLOWvv8x/G6E8CuFfvjwLGzvP5twG0ABw4cWDWRiYiItCPlSBERicpGda38DPA6Y0zCGHMxcBlw5wa9l4iISCdRjhQRkTVb6/QDrzDGTAA3Av9sjPkCgLX2EPAp4B7g88BbNRqXiIj0EuVIERHZSGuafsBa+2ng02d57L3Ae9fy+iIiIp1KOVJERDbSRnWtFBERERERkQ2iQk5ERERERKTDqJATERERERHpMCrkREREREREOowKORERERERkQ6jQk5ERERERKTDqJATERERERHpMCrkREREREREOowKORERERERkQ6jQk5ERERERKTDqJATERERERHpMCrkREREREREOowKORERERERkQ6jQk5ERERERKTDqJATERERERHpMCrkREREREREOowKORERERERkQ6jQk5ERERERKTDqJATERERERHpMCrkREREREREOowKORERERERkQ6jQk5ERERERKTDqJATERERERHpMCrkREREREREOowKORERERERkQ6jQk5ERERERKTDqJATERERERHpMGsq5Iwxv2uMuc8Y80NjzKeNMYMrHnunMeYBY8xhY8zNa45URESkgyhHiojIRlpri9yXgKustU8Efgy8E8AYcwXwOuBK4EXAHxlj3DW+l4iISCdRjhQRkQ2zpkLOWvtFa63f2v02MN7afjnwSWttzVr7MPAAcMNa3ktERKSTKEeKiMhGWs975N4MfK61vRM4uuKxidYxERGRXqQcKSIi68o71wnGmC8D21Z56F3W2ttb57wL8IGPLT1tlfPtWV7/VuDW1m7NGHP3uWLqYqPAbNRBRKSXPzv09ufXZ+9d+6IOYK2UIzdNr/9f6eXP38ufHXr78/fyZz+v/HjOQs5a+/zHetwY8ybgJcBN1tqlRDQB7Fpx2jhw7CyvfxtwW+u1DlprD5xH3F2plz9/L3926O3Pr8/em58dws8fdQxrpRy5OXr5s0Nvf/5e/uzQ25+/1z/7+Zy31lErXwS8HXiZtba84qHPAK8zxiSMMRcDlwF3ruW9REREOolypIiIbKRztsidw4eABPAlYwzAt621v2itPWSM+RRwD2F3krdaa5trfC8REZFOohwpIiIbZk2FnLX20sd47L3Aey/wJW9bSzxdoJc/fy9/dujtz6/P3ru6+vMrR66rXv7s0Nufv5c/O/T259dnPwdzssu+iIiIiIiIdIL1nH5ARERERERENkFbFnLGmP9ojDlsjDlkjHl/1PFsFmPMe4wxk8aY77eWW6KOKQrGmP/TGGONMaNRx7JZjDG/aYz5Yev3/kVjzI6oY9pMxpjfNcbc1/oZfNoYMxh1TJvFGPPq1t+6wBjTE6NzGWNe1Pob/4Ax5h1Rx9NplCN7N0f2Yn6E3s6RvZwfQTnyXDmy7Qo5Y8xzgZcDT7TWXgn8XsQhbbYPWmuvaS2fjTqYzWaM2QW8ADgSdSyb7HettU+01l4D/BPw7ojj2WxfAq6y1j4R+DHwzojj2Ux3A68Evh51IJvBGOMCfwi8GLgCeL0x5opoo+ocypG9myN7OD9Cb+fIXs6PoBz5mDmy7Qo54JeA91lrawDW2umI45HN9UHg1zjL5LjdylqbX7Gbofc+/xettX5r99uE82r1BGvtvdbaw1HHsYluAB6w1j5kra0DnyQsTOT8KEf2rp7Mj9DbObKX8yMoR3KOHNmOhdwTgGcaY/7dGPMvxpjrow5ok72t1Xz+EWPMUNTBbCZjzMuASWvtD6KOJQrGmPcaY44Cb6S3rjae7s3A56IOQjbMTuDoiv2J1jE5P8qRPZgjez0/gnJki/Jj97ugHLnWeeQeF2PMl4Ftqzz0LsKYhoCnAtcDnzLG7LVdMrzmOT77HwO/SXil6TeBDxD+p+0a5/j8vw68cHMj2jyP9dmttbdba98FvMsY807gbcBvbGqAG+xcn791zrsI59X62GbGttHO57P3ELPKsa74+75elCN7M0f2cn6E3s6RvZwfQTnyNBeUIyMp5Ky1zz/bY8aYXwL+oZWU7jTGBMAoMLNZ8W2kx/rsKxlj/pSwH3hXOdvnN8ZcDVwM/KA1ce448F1jzA3W2hObGOKGOd/fPfBx4J/poiQF5/78xpg3AS8BbuqWL6VLLuB33wsmgF0r9seBYxHF0paUI8+tG3NkL+dH6O0c2cv5EZQjT3NBObIdu1b+b+B5AMaYJwBxYDbKgDaLMWb7it1XEN7g2ROstT+y1m6x1u6x1u4h/Id8bTclqcdijLlsxe7LgPuiiiUKxpgXAW8HXmatLUcdj2yo7wCXGWMuNsbEgdcBn4k4pk7yv1GOhB7Kkb2eH6G3c6TyY8+5oBwZSYvcOXwE+Igx5m6gDrypG68+nMX7jTHXEDahPgL8QqTRyGZ6nzFmHxAAjwK/GHE8m+1DQAL4UuuK87ettT3xMzDGvAL4A2AM+GdjzPettTdHHNaGsdb6xpi3AV8AXOAj1tpDEYfVSZQjlSN7US/nyJ7Nj6AcyTlypOmdv/8iIiIiIiLdoR27VoqIiIiIiMhjUCEnIiIiIiLSYVTIiYiIiIiIdBgVciIiIiIiIh1GhZyIiIiIiEiHUSEnIiIiIiLSYVTIiYiIiIiIdBgVciIiIiIiIh3m/wfYuVh+4scwCgAAAABJRU5ErkJggg==\n", + "image/png": 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\n", 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" ] @@ -65,7 +65,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ @@ -81,22 +81,22 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 5, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", 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\n", 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" ] @@ -119,12 +119,12 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 7, "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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\n", 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" ] @@ -151,20 +151,13 @@ " a.set_ylim(0,50)\n", " a.legend()" ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { "kernelspec": { - "display_name": "feos", + "display_name": "Python 3 (ipykernel)", "language": "python", - "name": "feos" + "name": "python3" }, "language_info": { "codemirror_mode": { @@ -176,7 +169,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.10" + "version": "3.9.7" } }, "nbformat": 4, diff --git a/src/eos/mod.rs b/src/eos/mod.rs index 8a2e070..63c1e33 100644 --- a/src/eos/mod.rs +++ b/src/eos/mod.rs @@ -161,24 +161,29 @@ fn omega22(t: f64) -> f64 { - 6.435e-4 * t.powf(0.14874) * (18.0323 * t.powf(-0.76830) - 7.27371).sin() } -impl EntropyScaling for PcSaft { - fn viscosity_reference(&self, state: &State) -> EosResult { +impl EntropyScaling for PcSaft { + fn viscosity_reference( + &self, + temperature: SINumber, + _: SINumber, + moles: &SIArray1, + ) -> EosResult { let p = &self.parameters; let mw = &p.molarweight; let ce: Array1 = (0..self.components()) .map(|i| { - let tr = (state.temperature / p.epsilon_k[i] / KELVIN) + let tr = (temperature / p.epsilon_k[i] / KELVIN) .into_value() .unwrap(); 5.0 / 16.0 - * (mw[i] * GRAM / MOL * KB / NAV * state.temperature / PI) + * (mw[i] * GRAM / MOL * KB / NAV * temperature / PI) .sqrt() .unwrap() / omega22(tr) / (p.sigma[i] * ANGSTROM).powi(2) }) .collect(); - let x = &state.molefracs; + let x = moles.to_reduced(moles.sum())?; let mut ce_mix = 0.0 * MILLI * PASCAL * SECOND; for i in 0..self.components() { let denom: f64 = (0..self.components()) @@ -211,18 +216,24 @@ impl EntropyScaling for PcSaft { Ok(a + b * s + c * s.powi(2) + d * s.powi(3)) } - fn diffusion_reference(&self, state: &State) -> EosResult { + fn diffusion_reference( + &self, + temperature: SINumber, + volume: SINumber, + moles: &SIArray1, + ) -> EosResult { if self.components() != 1 { return Err(EosError::IncompatibleComponents(self.components(), 1)); } let p = &self.parameters; + let density = moles.sum() / volume; let res: Array1 = (0..self.components()) .map(|i| { - let tr = (state.temperature / p.epsilon_k[i] / KELVIN) + let tr = (temperature / p.epsilon_k[i] / KELVIN) .into_value() .unwrap(); - 3.0 / 8.0 / (p.sigma[i] * ANGSTROM).powi(2) / omega11(tr) / (state.density * NAV) - * (state.temperature * RGAS / PI / (p.molarweight[i] * GRAM / MOL)) + 3.0 / 8.0 / (p.sigma[i] * ANGSTROM).powi(2) / omega11(tr) / (density * NAV) + * (temperature * RGAS / PI / (p.molarweight[i] * GRAM / MOL)) .sqrt() .unwrap() }) @@ -260,7 +271,7 @@ impl EntropyScaling for PcSaft { // let p = &self.parameters; // let res: Array1 = (0..self.components()) // .map(|i| { - // let tr = (state.temperature / p.epsilon_k[i] / KELVIN) + // let tr = (temperature / p.epsilon_k[i] / KELVIN) // .into_value() // .unwrap(); // let cp = State::critical_point_pure(&state.eos, Some(state.temperature)).unwrap(); @@ -273,7 +284,7 @@ impl EntropyScaling for PcSaft { // .to_reduced(SIUnit::reference_entropy()) // .unwrap(); // let ref_ce = 0.083235 - // * ((state.temperature / KELVIN).into_value().unwrap() + // * ((temperature / KELVIN).into_value().unwrap() // / (p.molarweight[0] // / p.m[0])) // .sqrt() @@ -292,30 +303,42 @@ impl EntropyScaling for PcSaft { // } // Equation 11 of DOI: 10.1021/acs.iecr.9b03998 - fn thermal_conductivity_reference(&self, state: &State) -> EosResult { + fn thermal_conductivity_reference( + &self, + temperature: SINumber, + volume: SINumber, + moles: &SIArray1, + ) -> EosResult { if self.components() != 1 { return Err(EosError::IncompatibleComponents(self.components(), 1)); } let p = &self.parameters; + let state = State::new_nvt( + &Rc::new(Self::new(self.parameters.clone())), + temperature, + volume, + moles, + )?; let res: Array1 = (0..self.components()) .map(|i| { - let tr = (state.temperature / p.epsilon_k[i] / KELVIN) + let tr = (temperature / p.epsilon_k[i] / KELVIN) .into_value() .unwrap(); let ce = 83.235 * f64::powf(10.0, -1.5) - * ((state.temperature / KELVIN).into_value().unwrap() / p.molarweight[0] - * p.m[0]) + * ((temperature / KELVIN).into_value().unwrap() / p.molarweight[0] * p.m[0]) .sqrt() / (p.sigma[0] * p.sigma[0]) / omega22(tr); ce * WATT / METER / KELVIN + state.density - * self.diffusion_reference(state).unwrap() + * self + .diffusion_reference(temperature, volume, moles) + .unwrap() * self .diffusion_correlation( state - .molar_entropy(Contributions::Residual) + .molar_entropy(Contributions::ResidualNvt) .to_reduced(SIUnit::reference_molar_entropy()) .unwrap(), &state.molefracs, @@ -368,7 +391,7 @@ mod tests { let p_ig = s.total_moles * RGAS * t / v; assert_relative_eq!(s.pressure(Contributions::IdealGas), p_ig, epsilon = 1e-10); assert_relative_eq!( - s.pressure(Contributions::IdealGas) + s.pressure(Contributions::Residual), + s.pressure(Contributions::IdealGas) + s.pressure(Contributions::ResidualNvt), s.pressure(Contributions::Total), epsilon = 1e-10 ); @@ -384,7 +407,7 @@ mod tests { let p_ig = s.total_moles * RGAS * t / v; assert_relative_eq!(s.pressure(Contributions::IdealGas), p_ig, epsilon = 1e-10); assert_relative_eq!( - s.pressure(Contributions::IdealGas) + s.pressure(Contributions::Residual), + s.pressure(Contributions::IdealGas) + s.pressure(Contributions::ResidualNvt), s.pressure(Contributions::Total), epsilon = 1e-10 ); @@ -483,7 +506,7 @@ mod tests { ); assert_relative_eq!( s.ln_viscosity_reduced()?, - (s.viscosity()? / e.viscosity_reference(&s)?) + (s.viscosity()? / e.viscosity_reference(s.temperature, s.volume, &s.moles)?) .into_value() .unwrap() .ln(), @@ -506,7 +529,7 @@ mod tests { ); assert_relative_eq!( s.ln_diffusion_reduced()?, - (s.diffusion()? / e.diffusion_reference(&s)?) + (s.diffusion()? / e.diffusion_reference(s.temperature, s.volume, &s.moles)?) .into_value() .unwrap() .ln(), diff --git a/src/python/parameters.rs b/src/python.rs similarity index 94% rename from src/python/parameters.rs rename to src/python.rs index 9c8f926..0643e15 100644 --- a/src/python/parameters.rs +++ b/src/python.rs @@ -1,3 +1,4 @@ +use crate::eos::polar::DQVariants; use crate::parameters::{PcSaftParameters, PcSaftRecord}; use feos_core::joback::JobackRecord; use feos_core::parameter::{ @@ -11,6 +12,16 @@ use pyo3::prelude::*; use std::convert::TryFrom; use std::rc::Rc; +impl From<&str> for DQVariants { + fn from(str: &str) -> Self { + match str { + "dq35" => Self::DQ35, + "dq44" => Self::DQ44, + _ => panic!("dq_variant must be either \"dq35\" or \"dq44\""), + } + } +} + /// Create a set of PC-Saft parameters from records. #[pyclass(name = "PcSaftRecord", unsendable)] #[pyo3( @@ -111,10 +122,7 @@ impl PyPcSaftRecord { fn get_thermal_conductivity(&self) -> Option<[f64; 4]> { self.0.thermal_conductivity } -} -#[pyproto] -impl pyo3::class::basic::PyObjectProtocol for PyPcSaftRecord { fn __repr__(&self) -> PyResult { Ok(self.0.to_string()) } @@ -172,10 +180,7 @@ impl PyPcSaftParameters { fn _repr_markdown_(&self) -> String { self.0.to_markdown() } -} -#[pyproto] -impl pyo3::class::basic::PyObjectProtocol for PyPcSaftParameters { fn __repr__(&self) -> PyResult { Ok(self.0.to_string()) } diff --git a/src/python/mod.rs b/src/python/mod.rs deleted file mode 100644 index ed7daf7..0000000 --- a/src/python/mod.rs +++ /dev/null @@ -1,52 +0,0 @@ -use feos_core::python::joback::PyJobackRecord; -use feos_core::python::parameter::*; -use feos_core::python::*; -use pyo3::prelude::*; -use pyo3::wrap_pymodule; -use quantity::python::PyInit_quantity; - -mod eos; -pub use eos::*; -mod dft; -use dft::*; -mod parameters; -use parameters::*; - -#[pymodule] -pub fn feos_pcsaft(py: Python<'_>, m: &PyModule) -> PyResult<()> { - m.add_class::()?; - m.add_class::()?; - m.add_class::()?; - m.add_class::()?; - m.add_class::()?; - - m.add_class::()?; - m.add_class::()?; - m.add_class::()?; - m.add_class::()?; - m.add_class::()?; - m.add_class::()?; - - m.add_wrapped(wrap_pymodule!(eos))?; - m.add_wrapped(wrap_pymodule!(dft))?; - m.add_wrapped(wrap_pymodule!(quantity))?; - - py.run( - "\ -import sys -sys.modules['feos_pcsaft.eos'] = eos -sys.modules['feos_pcsaft.eos.utils'] = eos.utils -sys.modules['feos_pcsaft.dft'] = dft -sys.modules['feos_pcsaft.dft.utils'] = dft.utils -quantity.SINumber.__module__ = 'feos_pcsaft.si' -quantity.SIArray1.__module__ = 'feos_pcsaft.si' -quantity.SIArray2.__module__ = 'feos_pcsaft.si' -quantity.SIArray3.__module__ = 'feos_pcsaft.si' -quantity.SIArray4.__module__ = 'feos_pcsaft.si' -sys.modules['feos_pcsaft.si'] = quantity - ", - None, - Some(m.dict()), - )?; - Ok(()) -} diff --git a/tests/dft.rs b/tests/dft.rs index 5b63825..396090e 100644 --- a/tests/dft.rs +++ b/tests/dft.rs @@ -305,7 +305,9 @@ fn test_entropy_bulk_values() -> Result<(), Box> { let func = Rc::new(PcSaftFunctional::new(Rc::new(params))); let vle = PhaseEquilibrium::pure_t(&func, 350.0 * KELVIN, None, Default::default())?; let profile = PlanarInterface::from_pdgt(&vle, 2048)?.solve(None)?; - let s_res = profile.profile.entropy_density(Contributions::Residual)?; + let s_res = profile + .profile + .entropy_density(Contributions::ResidualNvt)?; let s_tot = profile.profile.entropy_density(Contributions::Total)?; println!( "Density:\n{}", @@ -319,8 +321,8 @@ fn test_entropy_bulk_values() -> Result<(), Box> { println!("\nResidual:\n{}", s_res); println!( "liquid: {}, vapor: {}", - profile.vle.liquid().entropy(Contributions::Residual) / profile.vle.liquid().volume, - profile.vle.vapor().entropy(Contributions::Residual) / profile.vle.vapor().volume + profile.vle.liquid().entropy(Contributions::ResidualNvt) / profile.vle.liquid().volume, + profile.vle.vapor().entropy(Contributions::ResidualNvt) / profile.vle.vapor().volume ); println!("\nTotal:\n{}", s_tot); println!( @@ -330,12 +332,12 @@ fn test_entropy_bulk_values() -> Result<(), Box> { ); assert_relative_eq!( s_res.get(0), - profile.vle.liquid().entropy(Contributions::Residual) / profile.vle.liquid().volume, + profile.vle.liquid().entropy(Contributions::ResidualNvt) / profile.vle.liquid().volume, max_relative = 1e-8, ); assert_relative_eq!( s_res.get(2047), - profile.vle.vapor().entropy(Contributions::Residual) / profile.vle.vapor().volume, + profile.vle.vapor().entropy(Contributions::ResidualNvt) / profile.vle.vapor().volume, max_relative = 1e-8, ); assert_relative_eq!( diff --git a/tests/state_creation_mixture.rs b/tests/state_creation_mixture.rs index 8ed15f8..41042b1 100644 --- a/tests/state_creation_mixture.rs +++ b/tests/state_creation_mixture.rs @@ -28,15 +28,15 @@ fn pressure_entropy_molefracs() -> Result<(), Box> { .pressure(pressure) .molefracs(&x) .build()?; - let entropy = state.molar_entropy(Contributions::Total); + let molar_entropy = state.molar_entropy(Contributions::Total); let state = StateBuilder::new(&saft) .pressure(pressure) - .entropy(entropy) + .molar_entropy(molar_entropy) .molefracs(&x) .build()?; assert_relative_eq!( state.molar_entropy(Contributions::Total), - entropy, + molar_entropy, max_relative = 1e-8 ); assert_relative_eq!(state.temperature, temperature, max_relative = 1e-10); @@ -53,10 +53,12 @@ fn volume_temperature_molefracs() -> Result<(), Box> { let saft = Rc::new(PcSaft::new(propane_butane_parameters()?)); let temperature = 300.0 * KELVIN; let volume = 1.5e-3 * METER.powi(3); + let moles = MOL; let x = arr1(&[0.3, 0.7]); let state = StateBuilder::new(&saft) .temperature(temperature) .volume(volume) + .total_moles(moles) .molefracs(&x) .build()?; assert_relative_eq!(state.volume, volume, max_relative = 1e-10); diff --git a/tests/state_creation_pure.rs b/tests/state_creation_pure.rs index ca56a89..b21ea1e 100644 --- a/tests/state_creation_pure.rs +++ b/tests/state_creation_pure.rs @@ -24,9 +24,11 @@ fn temperature_volume() -> Result<(), Box> { let saft = Rc::new(PcSaft::new(propane_parameters()?)); let temperature = 300.0 * KELVIN; let volume = 1.5e-3 * METER.powi(3); + let moles = MOL; let state = StateBuilder::new(&saft) .temperature(temperature) .volume(volume) + .total_moles(moles) .build()?; assert_relative_eq!(state.volume, volume, max_relative = 1e-10); Ok(()) @@ -137,15 +139,15 @@ fn pressure_temperature_initial_density() -> Result<(), Box> { fn pressure_enthalpy_vapor() -> Result<(), Box> { let saft = Rc::new(PcSaft::new(propane_parameters()?)); let pressure = 0.3 * BAR; - let enthalpy = 2000.0 * JOULE / MOL; + let molar_enthalpy = 2000.0 * JOULE / MOL; let state = StateBuilder::new(&saft) .pressure(pressure) - .enthalpy(enthalpy) + .molar_enthalpy(molar_enthalpy) .vapor() .build()?; assert_relative_eq!( state.molar_enthalpy(Contributions::Total), - enthalpy, + molar_enthalpy, max_relative = 1e-10 ); assert_relative_eq!( @@ -157,10 +159,11 @@ fn pressure_enthalpy_vapor() -> Result<(), Box> { let state = StateBuilder::new(&saft) .volume(state.volume) .temperature(state.temperature) + .moles(&state.moles) .build()?; assert_relative_eq!( state.molar_enthalpy(Contributions::Total), - enthalpy, + molar_enthalpy, max_relative = 1e-10 ); assert_relative_eq!( @@ -182,14 +185,14 @@ fn density_internal_energy() -> Result<(), Box> { .temperature(temperature) .total_moles(total_moles) .build()?; - let internal_energy = state.molar_internal_energy(Contributions::Total); + let molar_internal_energy = state.molar_internal_energy(Contributions::Total); let state_nvu = StateBuilder::new(&saft) .volume(state.volume) - .internal_energy(internal_energy) + .molar_internal_energy(molar_internal_energy) .total_moles(total_moles) .build()?; assert_relative_eq!( - internal_energy, + molar_internal_energy, state_nvu.molar_internal_energy(Contributions::Total), max_relative = 1e-10 ); @@ -202,17 +205,17 @@ fn density_internal_energy() -> Result<(), Box> { fn pressure_enthalpy_total_moles_vapor() -> Result<(), Box> { let saft = Rc::new(PcSaft::new(propane_parameters()?)); let pressure = 0.3 * BAR; - let enthalpy = 2000.0 * JOULE / MOL; + let molar_enthalpy = 2000.0 * JOULE / MOL; let total_moles = 2.5 * MOL; let state = StateBuilder::new(&saft) .pressure(pressure) - .enthalpy(enthalpy) + .molar_enthalpy(molar_enthalpy) .total_moles(total_moles) .vapor() .build()?; assert_relative_eq!( state.molar_enthalpy(Contributions::Total), - enthalpy, + molar_enthalpy, max_relative = 1e-10 ); assert_relative_eq!( @@ -228,7 +231,7 @@ fn pressure_enthalpy_total_moles_vapor() -> Result<(), Box> { .build()?; assert_relative_eq!( state.molar_enthalpy(Contributions::Total), - enthalpy, + molar_enthalpy, max_relative = 1e-10 ); assert_relative_eq!( @@ -243,15 +246,15 @@ fn pressure_enthalpy_total_moles_vapor() -> Result<(), Box> { fn pressure_entropy_vapor() -> Result<(), Box> { let saft = Rc::new(PcSaft::new(propane_parameters()?)); let pressure = 0.3 * BAR; - let entropy = -2.0 * JOULE / MOL / KELVIN; + let molar_entropy = -2.0 * JOULE / MOL / KELVIN; let state = StateBuilder::new(&saft) .pressure(pressure) - .entropy(entropy) + .molar_entropy(molar_entropy) .vapor() .build()?; assert_relative_eq!( state.molar_entropy(Contributions::Total), - entropy, + molar_entropy, max_relative = 1e-10 ); assert_relative_eq!( @@ -263,10 +266,11 @@ fn pressure_entropy_vapor() -> Result<(), Box> { let state = StateBuilder::new(&saft) .volume(state.volume) .temperature(state.temperature) + .moles(&state.moles) .build()?; assert_relative_eq!( state.molar_entropy(Contributions::Total), - entropy, + molar_entropy, max_relative = 1e-10 ); assert_relative_eq!( @@ -355,14 +359,13 @@ fn test_consistency() -> Result<(), Box> { "temperature: {}\npressure: {}\ndensity: {}", temperature, pressure, state.density ); - let enthalpy = state.molar_enthalpy(Contributions::Total); - let entropy = state.molar_entropy(Contributions::Total); + let molar_enthalpy = state.molar_enthalpy(Contributions::Total); + let molar_entropy = state.molar_entropy(Contributions::Total); let density = state.density; - let volume = state.volume; let state_tv = StateBuilder::new(&saft) .temperature(temperature) - .volume(volume) + .density(density) .build()?; let vle = PhaseEquilibrium::pure_t(&saft, temperature, None, Default::default()); @@ -380,27 +383,27 @@ fn test_consistency() -> Result<(), Box> { let state_ts = builder .clone() .temperature(temperature) - .entropy(entropy) + .molar_entropy(molar_entropy) .build()?; let state_ps = builder .clone() .pressure(pressure) - .entropy(entropy) + .molar_entropy(molar_entropy) .build()?; dbg!("ph"); let state_ph = builder .clone() .pressure(pressure) - .enthalpy(enthalpy) + .molar_enthalpy(molar_enthalpy) .build()?; dbg!("th"); let state_th = builder .clone() .temperature(temperature) - .enthalpy(enthalpy) + .molar_enthalpy(molar_enthalpy) .build()?; dbg!("assertions"); @@ -413,8 +416,8 @@ fn test_consistency() -> Result<(), Box> { (&state_ps, "p, s"), ], pressure, - enthalpy, - entropy, + molar_enthalpy, + molar_entropy, density, 1e-7, ); diff --git a/tests/tp_flash.rs b/tests/tp_flash.rs index 25e18f0..c241c67 100644 --- a/tests/tp_flash.rs +++ b/tests/tp_flash.rs @@ -1,6 +1,6 @@ use approx::assert_relative_eq; use feos_core::parameter::{IdentifierOption, Parameter, ParameterError}; -use feos_core::{Contributions, PhaseEquilibrium, VLEOptions}; +use feos_core::{Contributions, PhaseEquilibrium, SolverOptions}; use feos_pcsaft::{PcSaft, PcSaftParameters}; use ndarray::*; use quantity::si::*; @@ -33,7 +33,7 @@ fn test_tp_flash() -> Result<(), Box> { let z1 = 0.5 * (x1 + y1); println!("{} {} {} {} {}", p_propane, p_butane, x1, y1, z1); let mix = Rc::new(PcSaft::new(read_params(vec!["propane", "butane"])?)); - let options = VLEOptions::new().max_iter(100).tol(1e-12); + let options = SolverOptions::new().max_iter(100).tol(1e-12); let vle = PhaseEquilibrium::tp_flash( &mix, t,