From 4215a97572d5baf171357c774ea17e2aaf9a5da8 Mon Sep 17 00:00:00 2001 From: GeertD Date: Tue, 11 Aug 2026 23:25:41 +0200 Subject: [PATCH 01/12] Solution: add docstrings --- .gitignore | 2 +- phreeqpython/solution.py | 202 +++++++++++++++++++++++++++++++++------ 2 files changed, 173 insertions(+), 31 deletions(-) diff --git a/.gitignore b/.gitignore index 0b93df2..462ab80 100644 --- a/.gitignore +++ b/.gitignore @@ -13,8 +13,8 @@ /*.egg-info # Jupyter notebook +testing.ipynb .ipynb_checkpoints/ .coverage - .vscode/* dump.gz diff --git a/phreeqpython/solution.py b/phreeqpython/solution.py index 59632d8..6fe8eaa 100644 --- a/phreeqpython/solution.py +++ b/phreeqpython/solution.py @@ -2,14 +2,23 @@ import copy import numbers from .utility import convert_units - from .equilibriumphase import EquilibriumPhase from .gas import Gas import numpy as np class Solution(object): - """ PhreeqPy Solution Class """ + """An aqueous solution. + + A solution of zero or more chemical species in water. + Defined by general solution properties like temperature, density, pH, ... + and its composition of elements. + + An element is an atomic element, optionally further specified by a valence state: Na, Fe, Fe(3), S(-2), ... + A species consists of one or more elements and can be ionic (Na+, HCO3-, Ca+2), molecular (H2CO3, CO2, O2) or atomic (Na, C, ...). + + For details, see [PhreeQC/Solution](https://water.usgs.gov/water-resources/software/PHREEQC/documentation/phreeqc3-html/phreeqc3-48.htm#50593793_30253). + """ def __init__(self, phreeqpython, number, extraneous=None): self.pp = phreeqpython @@ -18,13 +27,30 @@ def __init__(self, phreeqpython, number, extraneous=None): self.extraneous = {} if extraneous is None else extraneous def copy(self): - """ Create a new copy, with unique solution number, from this solution """ + """Returns an independent copy of the solution. + + Examples: + >>> sol2 = sol.copy() + """ copied_solution = self.pp.copy_solution(self.number) copied_solution.extraneous = copy.deepcopy(self.extraneous) return copied_solution def change(self, composition, units='mmol'): - """ Change solution composition by adding/removing elements in a single step """ + """Change the solution by adding or removing species. + + Args: + composition (dict): A dictionary of (species, amount) pairs. + units (str): Optional, unit of the amounts. + + Returns: + Solution: The altered solution. + + Examples: + >>> sol.change({'K': 20.0, 'Na': -10.0}) + >>> sol.change({'CaSO4': 5.0}, units='mg') + >>> sol.change({'NaCl': -10.0, 'Fe+2': -5.0}) + """ converted_composition = {} for element, amount in composition.items(): amount = convert_units(element, amount, units, 'mol') @@ -32,90 +58,206 @@ def change(self, composition, units='mmol'): self.pp.change_solution(self.number, converted_composition) return self - def add(self, element, amount, units='mmol'): - """ Add a chemical to the solution """ - # convert to mol + """Add a species to the solution. + + Args: + element (str): An element or species. + amount (float): Amount of the species added. + units (str): Optional, unit of the amount. + + Returns: + Solution: The altered solution. + + Examples: + >>> sol.add('Fe', 5.0) + >>> sol.add('CaCO3', 10.0, 'mg') + """ amount = convert_units(element, amount, units, 'mol') self.pp.change_solution(self.number, {element:amount}) return self def remove(self, element, amount, units='mmol'): - """ Remove a chemical from the solution """ + """Remove a species from the solution. + + Args: + element (str): An element or species. + amount (float): Amount of the species removed. + units (str): Optional, unit of the amount. + + Returns: + Solution: The altered solution. + + Examples: + >>> sol.remove('Fe', 5.0) + >>> sol.remove('CaCO3', 10.0, 'mg') + """ amount = -convert_units(element, amount, units, 'mol') self.pp.change_solution(self.number, {element:amount}) return self - def remove_fraction(self, species, fraction): - """ Remove a fraction of a chemical from the solution """ + """Remove a fraction of the species from the solution. + + Args: + species (str): An element or species. + fraction (float): Fraction of amount to remove. + + Returns: + Solution: The altered solution. + + Examples: + >>> sol.remove('K', 0.3) + >>> sol.remove('H2O', 0.9) + """ current = self.total(species) to_remove = current * fraction self.remove(species, to_remove) return self def interact(self, gas_or_phase): - + """Equilibrate the solution with a multicomponent gas or solid phase. + + Args: + gas_or_phase (Gas | Equilibriumphase): Previously defined multicomponent gas or solid phase. + + Returns: + Solution: The solution after equilibrium with the gas or solid phase. + + Examples: + >>> air = pp.add_gas({'O2(g)': 0.2, 'N2(g)': 0.78, 'CO2(g)': 0.000420}) + >>> sol.interact(air) + """ if isinstance(gas_or_phase, Gas): self.pp.interact_solution_gas(self.number, gas_or_phase.number) else: self.pp.interact_solution_phase(self.number, gas_or_phase.number) - return self - def equalize(self, phases, to_si=[0], in_phase=[10], with_chemical=[None]): - """ equalize one or more phases with the solution """ + """Equalize the solution with one or more pure phases. + + Args: + phases (list): List of one or more pure gas or solid phases. + to_si (list): Optional, list of target saturation indices for each phase. + in_phase (list): Optional, list of maximum amounts available for each phase, in moles. + with_chemical (list): Optional, list of alternative chemical added for each phase to reach the specified saturation index. + + Returns: + Solution: The solution after equilibration. + + Notes: + to_si: The saturation index (SI) for solid phases is SI = log10(IAP / Ksp). + The SI for gases is SI = log10(p_gas), with p_gas the partial pressure. + + Examples: + >>> sol.equalize(phases=['Calcite']) + >>> sol.equalize(phases=['CO2(g)', 'CH4(g)'], to_si=[-0.4, -0.2]) + >>> sol.equalize(phases=['Calcite'], with_chemical='HCl') + """ self.pp.equalize_solution(self.number, phases, to_si, in_phase, with_chemical) - return self def saturate(self, phase, to_si=0, in_phase=10): - """ Saturate a single phase to the given SI. - This function can saturate one or multiple phases - through dissolution. The maximum amount that can be dissolved is given by in_phase + """Saturate the solution with a pure phase. + + Args: + phase (str): A pure gas or solid phase. + to_si (float): Optional, target saturation index for the phase. + in_phase (float): Optional, maximum amount available of the phase. + + Returns: + Solution: The solution after equilibration. + + Examples: + >>> sol.saturate('Calcite') + >>> sol.saturate('CO2(g)', to_si=-3.5) """ if(self.si(phase) < 0): self.pp.equalize_solution(self.number, phase, to_si, in_phase) - return self # this function can only precipitate def desaturate(self, phase, to_si=0): - """ Desaturate a phase to the given SI. - This function can only desaturate a phase through precipitation + """Desaturate a solution from a pure phase via precipitation or vaporization. + + Args: + phase (str): A pure gas or solid phase. + to_si (float): Optional, target saturation index for the phase. + + Returns: + Solution: The solution after equilibration. + + Examples: + >>> sol.desaturate('Gypsum') + >>> sol.desaturate('CO2(g)', to_si=-3.5) """ self.pp.equalize_solution(self.number, phase, to_si, 0) - return self - # change the ph def change_ph(self, to_pH, with_chemical=None): - """ Change the pH of a solution by dosing either HCl and NaOH, or a user supplied acid or base """ - # default to NaOH and HCl + """Change the pH of the solution. + + Args: + to_pH (float): target pH. + with_chemical (str): Optional, acid of base to add, default is 'HCl' or 'NaOH'. + + Returns: + Solution: The altered solution. + + Examples: + >>> sol.change_ph(4.5) + >>> sol.change_ph(4.5, 'H2SO4') + """ if not with_chemical: if to_pH < self.pH: - # dose HCl to lower pH self.pp.equalize_solution(self.number, "Fix_pH", -to_pH, 10, "HCl") else: - # dose NaOH to raise pH self.pp.equalize_solution(self.number, "Fix_pH", -to_pH, 10, "NaOH") else: self.pp.equalize_solution(self.number, "Fix_pH", -to_pH, 10, with_chemical) return self def change_temperature(self, to_temperature): - """ Change the temperature of a solution """ + """Change the temperature of the solution. + + Args: + to_temperature (float): Target temperature. + + Returns: + Solution: The altered solution. + """ self.pp.change_solution_temperature(self.number, to_temperature) return self def total(self, element, units='mmol'): - """ Returns to total of any given species or element """ + """Returns the amount of an element or species in the solution. + + Args: + element (str): Element or species. + units (str): Optional, unit of the amount. + + Examples: + >>> sol.total('Na') + >>> sol.total('CO2') + >>> sol.total('HCO3', 'mg') + """ amount = self.pp.ip.get_total_ion(self.number, element) return convert_units(element, amount, to_units=units) def total_activity(self, element, units='mmol'): - """ Returns to total of any given species or element (SLOW!) """ + """Returns the activity of an element or species in the solution. + + Args: + element (str): Element or species. + units (str): Optional, unit of the activity. + + Notes: + Slow function ! + + Examples: + >>> sol.activity('Ca') + """ total = 0 regexp = "(^|[^A-Z])"+element for species, amount in self.species_activities.items(): From f30ed060760e81d655764a1ae5cdb3c6399f57b1 Mon Sep 17 00:00:00 2001 From: GeertD Date: Fri, 14 Aug 2026 10:35:52 +0200 Subject: [PATCH 02/12] Solution: add docstrings, part2 --- phreeqpython/solution.py | 342 +++++++++++++++++++++++++++++++++------ 1 file changed, 297 insertions(+), 45 deletions(-) diff --git a/phreeqpython/solution.py b/phreeqpython/solution.py index 6fe8eaa..94413b6 100644 --- a/phreeqpython/solution.py +++ b/phreeqpython/solution.py @@ -10,14 +10,7 @@ class Solution(object): """An aqueous solution. - A solution of zero or more chemical species in water. - Defined by general solution properties like temperature, density, pH, ... - and its composition of elements. - - An element is an atomic element, optionally further specified by a valence state: Na, Fe, Fe(3), S(-2), ... - A species consists of one or more elements and can be ionic (Na+, HCO3-, Ca+2), molecular (H2CO3, CO2, O2) or atomic (Na, C, ...). - - For details, see [PhreeQC/Solution](https://water.usgs.gov/water-resources/software/PHREEQC/documentation/phreeqc3-html/phreeqc3-48.htm#50593793_30253). + See phreeqpython.add_solution() for details on creating a solution. """ def __init__(self, phreeqpython, number, extraneous=None): @@ -147,8 +140,8 @@ def equalize(self, phases, to_si=[0], in_phase=[10], with_chemical=[None]): Solution: The solution after equilibration. Notes: - to_si: The saturation index (SI) for solid phases is SI = log10(IAP / Ksp). - The SI for gases is SI = log10(p_gas), with p_gas the partial pressure. + to_si: for solid phases, SI = log10(IAP / Ksp), + for gases, SI = log10(p_gas), with p_gas the partial pressure. Examples: >>> sol.equalize(phases=['Calcite']) @@ -229,34 +222,77 @@ def change_temperature(self, to_temperature): """ self.pp.change_solution_temperature(self.number, to_temperature) return self - + def total(self, element, units='mmol'): - """Returns the amount of an element or species in the solution. + """Returns the amount of a species in the solution. Args: - element (str): Element or species. + element (str): Chemical species. units (str): Optional, unit of the amount. + Returns: + float: Amount of the species (mmol). + Examples: - >>> sol.total('Na') + >>> sol.total('Na+') >>> sol.total('CO2') - >>> sol.total('HCO3', 'mg') + >>> sol.total('HCO3-', 'mg') """ amount = self.pp.ip.get_total_ion(self.number, element) return convert_units(element, amount, to_units=units) + def total_element(self, element, units='mmol'): + """Returns the total amount of an element in the solution. + + Args: + element (str): Element (atomic species). + units (str): Optional, unit of the amount. + + Returns: + float: Total amount of the element (mmol). + + Examples: + >>> sol.total_element('C') + >>> sol.total_element('S', 'mg') + """ + return convert_units(element, self.pp.ip.get_total_element(self.number, element), 'mol', units) + + def activity(self, species, units='mmol'): + """Returns the activity of a species in the solution. + + Args: + element (str): Chemical species. + units (str): Optional, unit of the activity. + + Returns: + float: Activity of the species (mmol/kgw). + + CHECK: + this returns a concentration (/kgw), not a total amount. + Confusing with the units shown. + + Examples: + >>> sol.activity('Ca+2') + >>> sol.activity('NaSO4-', 'mg') + """ + return convert_units(species, self.pp.ip.get_activity(self.number, species), 'mol', units) + def total_activity(self, element, units='mmol'): - """Returns the activity of an element or species in the solution. + """Returns the total of the activities of all species of the element in the solution. Args: - element (str): Element or species. + element (str): Element (atomic species). units (str): Optional, unit of the activity. + + Returns: + float: Total activity of the element (mmol/kgw). Notes: Slow function ! Examples: - >>> sol.activity('Ca') + >>> sol.activity('Ca') + >>> sol.activity('C', 'mg') """ total = 0 regexp = "(^|[^A-Z])"+element @@ -265,42 +301,117 @@ def total_activity(self, element, units='mmol'): total += convert_units(element, amount, to_units=units) return total - def total_element(self, element, units='mmol'): - """ Returns to total any given element (FAST!) """ - return convert_units(element, self.pp.ip.get_total_element(self.number, element), 'mol', units) - - def activity(self, species, units='mmol'): - """ Returns the activity of a single species """ - return convert_units(species, self.pp.ip.get_activity(self.number, species), 'mol', units) - def moles(self, species, units='mmol'): - """ Returns the moles of a single species """ + """Returns the amount of a species in the solution. + + CHECK: confusing, says moles, but can also return in 'mg'. + Also, seems to always return the same value as sol.total(). + Better to remove this method? + + Args: + element (str): Chemical species. + units (str): Optional, unit of the amount. + + Examples: + >>> sol.moles('Na+') + >>> sol.moles('HCO3-', 'mg') + """ return convert_units(species, self.pp.ip.get_moles(self.number, species), 'mol', units) def molality(self, species, units='mmol'): - """ Returns the molality of a single species """ + """Returns the molality of a species in the solution. + + CHECK: confusing, units given in 'mmol'... , but returns 'mmol/kgw'? + Checked with {'-water': 2.0, ...} as solution: sol.total() and sol.moles() return 'mmol', + but sol.molality() returns ~half the value, so takes count of the total mass. + Should we show different units? + + Args: + element (str): Chemical species. + units (str): Optional, unit of the amount. + + Returns: + float: Molality of the species (mmol/kgw). + + Examples: + >>> sol.molality('Na+') + >>> sol.molality('HCO3-', 'mg') + """ return convert_units(species, self.pp.ip.get_molality(self.number, species), 'mol', units) def si(self, phase): - """ return the SI of a certain phase """ + """Returns the saturation index (SI) of a phase in the solution. + + Args: + phase (str): Gas or solid phase. + + Returns: + float: The SI of the phase (-). + + Notes: + For solid phases, SI = log10(IAP / Ksp), with IAP the ion activity product and Ksp the solubility product constant. + For gases, SI = log10(p_gas), with p_gas the partial pressure. + + Examples: + >>> sol.si('Calcite') + >>> sol.si('CO2(g)') + """ return self.pp.ip.get_si(self.number, phase) def sr(self, phase): - """ return the SI of a certain phase """ + """Returns the saturation ratio (SR) of a phase in the solution. + + Args: + phase (str): Gas or solid phase. + + Returns: + float: The SR of the phase (-). + + Notes: + For solid phases, SR = IAP / Ksp, with IAP the ion activity product and Ksp the solubility product constant. + For gases, SR = p_gas, with p_gas the partial pressure. + + Examples: + >>> sol.sr('Calcite') + >>> sol.sr('CO2(g)') + """ return 10**self.pp.ip.get_si(self.number, phase) def forget(self): - """ remove this solution from VIPhreeqc memory """ + """Remove this solution from the PhreeQC simulation. + + See also phreeqpython.add_solution() to add solutions to a PhreeQC simulation. + """ self.pp.remove_solutions([self.number]) def chain(self): + """ + CHECK: this calls the PhreeQC 'USE SOLUTION' keyword, but not clear + when you would need to use this, not intuitive. + What are the use cases? + + """ self.pp.start_chain(self.number) def end(self): + """ + CHECK: calls the keyword 'END' on the PhreeQC simulation? + Not better to only define that at the simulation side (pp)? + Its use for a solution is not clear. + """ self.pp.end() def kinetics(self, element, rate_function, time, m0=0, args=(), units='mmol'): + """CHECK: + the kinetics examples show different ways of setting up kinetics (with and without this function). + Still experimental? + + PhreeQC has the kinetics keyword, but would require to parse the rate function(s) into BASIC, hard... + but PhreeQC allows kinetics over the whole simulation (e.g. solution, gas, other phases) + Not better to move kinetics functionality to the simulation level (phreeqpython = pp)? + + """ try: from scipy.integrate import odeint except ImportError as exc: @@ -327,16 +438,39 @@ def calc_rate(y, t, m0, *args): # Magic functions def __add__(self, other): - """ add two solutions """ - if not isinstance(other,Solution): + """Add two solutions. + + CHECK: + Remark for creating these: + >>> sol3 = sol1*0.2 + sol2*0.8 + >>> sol3 = sol1*0.2 + >>> sol3 = sol1/4.0 + + currently, sol.factor is used to track the coefficient in making these mixtures. + + But doing this: + sol3 = sol1*2 + does not increase sol3.mass, it only sets sol3.factor, which is not what the user wants. + + Also: + sol3 = sol1*1 + sol1*2 + gives: sol3.mass = 2, not 3, because the second term sets sol1.factor = 2, and then the addition is evaluated + + Wouldn't it be easier and more intuitive to do as follows?: + sol1*2 calls: + def __mul__(self, factor): + mixture = self.pp.mix_solutions({self: factor}) + return mixture + + No need anymore to track the factors, and the resulting solutions always reflect the proper amount. + sol3 = sol1*0.2 + sol2*0.8 + will then call mix_solutions 3 times, small price to pay? + """ + if not isinstance(other, Solution): raise TypeError("Invalid operation, only addition of two solutions is allowed") - mixture= {self:self.factor, other:other.factor} - #print mixture - mixture = self.pp.mix_solutions({self:self.factor,other:other.factor}) - # reset factors to 1 + mixture = self.pp.mix_solutions({self:self.factor, other:other.factor}) self.factor = 1 other.factor = 1 - return mixture def __truediv__(self, other): @@ -344,14 +478,14 @@ def __truediv__(self, other): return self.__div__(other) def __div__(self, other): - """ set devision factor """ - if not isinstance(other,numbers.Real): + """Set devision factor.""" + if not isinstance(other, numbers.Real): raise TypeError("Invalid operation, only division by a number is allowed") self.factor = 1/float(other) return self def __mul__(self, other): - """ set multiplication factor """ + """Set multiplication factor.""" if not isinstance(other,numbers.Real): raise TypeError("Invalid operation, only division by a number is allowed") self.factor = float(other) @@ -360,54 +494,172 @@ def __mul__(self, other): # Accessor methods @property def I(self): - """ Solution ionic strength """ + """float: The ionic strength of the solution, (mol/L).""" return self.pp.ip.get_mu(self.number) + + @property def mu(self): - """ Solution ionic strength """ + """float: The ionic strength of the solution (mol/L).""" return self.I + @property def pH(self): - """ Solution pH """ + """float: The pH of the solution (-).""" return self.pp.ip.get_ph(self.number) + @property def sc(self): + """float: The specific conductance of the solution (µS/cm).""" return self.pp.ip.get_sc(self.number) + @property def temperature(self): + """float: The temperature of the solution (°C).""" return self.pp.ip.get_temperature(self.number) + @property def mass(self): + """float: The mass of water in the solution (kg). + + CHECK: + not very intuitive, one would expect this to return the solution mass, not the water part. + I did a few checks with high salt concentrations: + sol.volume * sol.density always accurately returns the solution mass. + + Proposal: + sol.mass = sol.volume * sol.density + sol.mass_water = the water mass + """ return self.pp.ip.get_mass(self.number) + @property def volume(self): + """float: The volume of the solution (L).""" return self.pp.ip.get_volume(self.number) + @property def density(self): + """float: The density of the solution (kg/L).""" return self.pp.ip.get_density(self.number) + @property def pe(self): + """float: The electron activity of the solution (-). + + Notes: + pe = -log({e-}), with {e-} the electron activity. + pe < 0: high electron activity, reducing environment. + pe > 0: low electron activity, oxidizing environment. + """ return self.pp.ip.get_pe(self.number) + @property def phases(self): + """dict: All phases in the solution and their saturation index (-). + + Example: + >>> sol.phases + { 'Calcite': 0.155, + 'CO2(g)': -0.341, + ... + } + + Notes: + saturation index: SI = log10(AIP / Ksp) + """ return self.pp.ip.get_phases_si(self.number) + @property def elements(self): + """dict: All elements in the solution and their amount (mol). + + Example: + >>> sol.elements + { 'C(4)': 0.50, + 'Ca': 0.20, + ... + } + """ return self.pp.ip.get_elements_totals(self.number) + @property def species(self, units='mmol'): + """dict: All species in the solution and their amount (mol). + + Example: + >>> sol.species + { 'Ca+2': 0.0036, + 'CO3-2': 2.18e-05, + ... + } + + CHECK: + units not used, and probably not accessible via a property? + amount is in mol, not mol/L or mol/kgw, can be confusing when sol.mass <> 1.0 kg, + better return a concentration (mol/kgw or mol/kgs)? + """ return self.pp.ip.get_species_moles(self.number) + @property def species_moles(self, units='mmol'): + """dict: All species in the solution and their amount (mol). + + CHECK: + calls same function, no difference with property above? + better drop this one? + + """ return self.pp.ip.get_species_moles(self.number) + @property def species_molalities(self, units='mmol'): + """dict: All species in the solution and their concentration (mol/kgw). + + CHECK: + units not used. + this property returns a concentration (mol/kgw), while sol.species returns + absolute amount (mol). Not very intuitive. + Maybe we could define the default units on the simulation level (phreeqpython = pp)? + And have an accessible function to convert if needed (pp.units(...))? + + Example: + >>> sol.species_molalities + { 'Ca+2': 0.045, + 'CO3-2': 3.18e-05, + ... + } + + """ return self.pp.ip.get_species_molalities(self.number) + @property def species_activities(self, units='mmol'): + """dict: All species in the solution and their activities (mol/kgw). + + Example: + >>> sol.species_activities + { 'Ca+2': 0.045, + 'CO3-2': 3.18e-05, + ... + } + """ return self.pp.ip.get_species_activities(self.number) + @property def masters_species(self): - """ Returns a Phreeqc output like species table """ + """dict: All master species in the solution and their species. + + CHECK: + shouldn't this be: master_species ? + + Example: + >>> sol.masters_species + { 'C(4)': ['CO2', 'CO3-2', 'CaCO3', 'HCO3-'], + 'Ca': ['Ca+2', 'CaCO3', 'CaHCO3+', 'CaOH+'], + 'Cl': ['Cl-'], + ... + } + """ return self.pp.ip.get_masters_species(self.number) # pretty printing From 22da8e7499cb166392dcb527272fdb3f61360156 Mon Sep 17 00:00:00 2001 From: GeertD Date: Mon, 17 Aug 2026 12:58:13 +0200 Subject: [PATCH 03/12] add Zensical + barebones docs --- .github/workflows/docs.yml | 29 +++++++ docs/README.md | 4 - docs/index.md | 173 +++++++++++++++++++++++++++++++++++++ docs/markdown.md | 111 ++++++++++++++++++++++++ uv.lock | 3 + zensical.toml | 118 +++++++++++++++++++++++++ 6 files changed, 434 insertions(+), 4 deletions(-) create mode 100644 .github/workflows/docs.yml delete mode 100644 docs/README.md create mode 100644 docs/index.md create mode 100644 docs/markdown.md create mode 100644 uv.lock create mode 100644 zensical.toml diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml new file mode 100644 index 0000000..5c33c5f --- /dev/null +++ b/.github/workflows/docs.yml @@ -0,0 +1,29 @@ +name: Documentation +on: + push: + branches: + - master + - main +permissions: + contents: read + pages: write + id-token: write +jobs: + deploy: + environment: + name: github-pages + url: ${{ steps.deployment.outputs.page_url }} + runs-on: ubuntu-latest + steps: + - uses: actions/configure-pages@v6 + - uses: actions/checkout@v7 + - uses: actions/setup-python@v6 + with: + python-version: 3.x + - run: pip install zensical + - run: zensical build --clean + - uses: actions/upload-pages-artifact@v5 + with: + path: site + - uses: actions/deploy-pages@v5 + id: deployment diff --git a/docs/README.md b/docs/README.md deleted file mode 100644 index 297cfe0..0000000 --- a/docs/README.md +++ /dev/null @@ -1,4 +0,0 @@ -# - - - diff --git a/docs/index.md b/docs/index.md new file mode 100644 index 0000000..fb0e18d --- /dev/null +++ b/docs/index.md @@ -0,0 +1,173 @@ +--- +icon: lucide/rocket +--- + +# Get started + +For full documentation visit [zensical.org](https://zensical.org/docs/). + +## Commands + +* [`zensical new`][new] - Create a new project +* [`zensical serve`][serve] - Start local web server +* [`zensical build`][build] - Build your site + + [new]: https://zensical.org/docs/usage/new/ + [serve]: https://zensical.org/docs/usage/preview/ + [build]: https://zensical.org/docs/usage/build/ + +## Examples + +### Admonitions + +> Go to [documentation](https://zensical.org/docs/authoring/admonitions/) + +!!! note + + This is a **note** admonition. Use it to provide helpful information. + +!!! warning + + This is a **warning** admonition. Be careful! + +### Details + +> Go to [documentation](https://zensical.org/docs/authoring/admonitions/#collapsible-blocks) + +??? info "Click to expand for more info" + + This content is hidden until you click to expand it. + Great for FAQs or long explanations. + +## Code Blocks + +> Go to [documentation](https://zensical.org/docs/authoring/code-blocks/) + +``` python hl_lines="2" title="Code blocks" +def greet(name): + print(f"Hello, {name}!") # (1)! + +greet("Python") +``` + +1. > Go to [documentation](https://zensical.org/docs/authoring/code-blocks/#code-annotations) + + Code annotations allow to attach notes to lines of code. + +Code can also be highlighted inline: `#!python print("Hello, Python!")`. + +## Content tabs + +> Go to [documentation](https://zensical.org/docs/authoring/content-tabs/) + +=== "Python" + + ``` python + print("Hello from Python!") + ``` + +=== "Rust" + + ``` rs + println!("Hello from Rust!"); + ``` + +## Diagrams + +> Go to [documentation](https://zensical.org/docs/authoring/diagrams/) + +``` mermaid +graph LR + A[Start] --> B{Error?}; + B -->|Yes| C[Hmm...]; + C --> D[Debug]; + D --> B; + B ---->|No| E[Yay!]; +``` + +## Footnotes + +> Go to [documentation](https://zensical.org/docs/authoring/footnotes/) + +Here's a sentence with a footnote.[^1] + +Hover it, to see a tooltip. + +[^1]: This is the footnote. + + +## Formatting + +> Go to [documentation](https://zensical.org/docs/authoring/formatting/) + +- ==This was marked (highlight)== +- ^^This was inserted (underline)^^ +- ~~This was deleted (strikethrough)~~ +- H~2~O +- A^T^A +- ++ctrl+alt+del++ + +## Icons, Emojis + +> Go to [documentation](https://zensical.org/docs/authoring/icons-emojis/) + +* :sparkles: `:sparkles:` +* :rocket: `:rocket:` +* :tada: `:tada:` +* :memo: `:memo:` +* :eyes: `:eyes:` + +## Maths + +> Go to [documentation](https://zensical.org/docs/authoring/math/) + +$$ +\cos x=\sum_{k=0}^{\infty}\frac{(-1)^k}{(2k)!}x^{2k} +$$ + +!!! warning "Needs configuration" + Note that MathJax is included via a `script` tag on this page and is not + configured in the generated default configuration to avoid including it + in a pages that do not need it. See the documentation for details on how + to configure it on all your pages if they are more Maths-heavy than these + simple starter pages. + + + + +## Task Lists + +> Go to [documentation](https://zensical.org/docs/authoring/lists/#using-task-lists) + +* [x] Install Zensical +* [x] Configure `zensical.toml` +* [x] Write amazing documentation +* [ ] Deploy anywhere + +## Tooltips + +> Go to [documentation](https://zensical.org/docs/authoring/tooltips/) + +[Hover me][example] + + [example]: https://example.com "I'm a tooltip!" diff --git a/docs/markdown.md b/docs/markdown.md new file mode 100644 index 0000000..e2da6dc --- /dev/null +++ b/docs/markdown.md @@ -0,0 +1,111 @@ +--- +icon: simple/markdown +--- + +# Markdown in 5min + +## Headers + +``` +# H1 Header +## H2 Header +### H3 Header +#### H4 Header +##### H5 Header +###### H6 Header +``` + +## Text formatting + +``` +**bold text** +*italic text* +***bold and italic*** +~~strikethrough~~ +`inline code` +``` + +## Links and images + +``` +[Link text](https://example.com) +[Link with title](https://example.com "Hover title") +![Alt text](image.jpg) +![Image with title](image.jpg "Image title") +``` + +## Lists + +``` +Unordered: + +- Item 1 +- Item 2 + - Nested item + +Ordered: + +1. First item +2. Second item +3. Third item +``` + +## Blockquotes + +``` +> This is a blockquote +> Multiple lines +>> Nested quote +``` + +## Code blocks + +```` +```javascript +function hello() { + console.log("Hello, world!"); +} +``` +```` + +## Tables + +``` +| Header 1 | Header 2 | Header 3 | +|----------|----------|----------| +| Row 1 | Data | Data | +| Row 2 | Data | Data | +``` + +## Horizontal rule + +``` +--- +or +*** +or +___ +``` + +## Task lists + +``` +- [x] Completed task +- [ ] Incomplete task +- [ ] Another task +``` + +## Escaping characters + +``` +Use backslash to escape: \* \_ \# \` +``` + +## Line breaks + +``` +End a line with two spaces +to create a line break. + +Or use a blank line for a new paragraph. +``` \ No newline at end of file diff --git a/uv.lock b/uv.lock new file mode 100644 index 0000000..7518fc9 --- /dev/null +++ b/uv.lock @@ -0,0 +1,3 @@ +version = 1 +revision = 3 +requires-python = ">=3.12" diff --git a/zensical.toml b/zensical.toml new file mode 100644 index 0000000..b5cc425 --- /dev/null +++ b/zensical.toml @@ -0,0 +1,118 @@ +[project] +site_url = "https://www.example.com/" +site_name = "Documentation" +# site_description = "Your project description" +# site_author = "Your name" + +# copyright = "Copyright © 2026 Your name" + +# repo_url = "https://github.com/user/repo" +# repo_name = "user/repo" +# edit_uri = "edit/main/docs/" + +nav = [ + { "Get started" = "index.md" }, + { "Markdown in 5min" = "markdown.md" }, +] + +# extra_css = ["stylesheets/extra.css"] +# extra_javascript = ["javascripts/extra.js"] + +[project.theme] +# variant = "classic" +# custom_dir = "overrides" +# favicon = "images/favicon.png" +language = "en" +features = [ + "announce.dismiss", + # "content.action.edit", + # "content.action.view", + "content.code.annotate", + "content.code.copy", + "content.code.select", + "content.footnote.tooltips", + "content.tabs.link", + "content.tooltips", + # "header.autohide", + # "navigation.expand", + "navigation.footer", + "navigation.indexes", + "navigation.instant", + "navigation.instant.prefetch", + # "navigation.instant.progress", + "navigation.path", + # "navigation.prune", + "navigation.sections", + # "navigation.tabs", + # "navigation.tabs.sticky", + "navigation.top", + "navigation.tracking", + "search.highlight", + # "toc.follow", + # "toc.integrate", +] + +# logo = "assets/logo.png" + +# [project.theme.icon] +# logo = "lucide/smile" + +# [project.theme.font] +# text = "Inter" +# code = "Jetbrains Mono" + +[[project.theme.palette]] +media = "(prefers-color-scheme)" +toggle.icon = "lucide/sun-moon" +toggle.name = "Switch to light mode" + +[[project.theme.palette]] +media = "(prefers-color-scheme: light)" +scheme = "default" +toggle.icon = "lucide/sun" +toggle.name = "Switch to dark mode" + +[[project.theme.palette]] +media = "(prefers-color-scheme: dark)" +scheme = "slate" +toggle.icon = "lucide/moon" +toggle.name = "Switch to system preference" + +# [[project.extra.social]] +# icon = "fontawesome/brands/github" +# link = "https://github.com/user/repo" + +# [[project.extra.social]] +# icon = "fontawesome/brands/mastodon" +# link = "https://fosstodon.org/@user" + +[project.markdown_extensions] +abbr = {} +admonition = {} +attr_list = {} +def_list = {} +footnotes = {} +md_in_html = {} +toc.permalink = true +pymdownx.arithmatex.generic = true +pymdownx.betterem = {} +pymdownx.caret = {} +pymdownx.details = {} +pymdownx.emoji.emoji_generator = "zensical.extensions.emoji.to_svg" +pymdownx.emoji.emoji_index = "zensical.extensions.emoji.twemoji" +pymdownx.highlight.anchor_linenums = true +pymdownx.highlight.line_spans = "__span" +pymdownx.highlight.pygments_lang_class = true +pymdownx.inlinehilite = {} +pymdownx.keys = {} +pymdownx.magiclink = {} +pymdownx.mark = {} +pymdownx.smartsymbols = {} +# pymdownx.snippets.base_path = "includes" +pymdownx.superfences.custom_fences = [ + { name = "mermaid", class = "mermaid", format = "pymdownx.superfences.fence_code_format" }, +] +pymdownx.tabbed.alternate_style = true +pymdownx.tabbed.combine_header_slug = true +pymdownx.tasklist.custom_checkbox = true +pymdownx.tilde = {} From 20f3643501626e2c2f2c51693c73c0024e84db00 Mon Sep 17 00:00:00 2001 From: GeertD Date: Mon, 17 Aug 2026 13:03:39 +0200 Subject: [PATCH 04/12] add small change to index.md --- docs/index.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/index.md b/docs/index.md index fb0e18d..c3cfef4 100644 --- a/docs/index.md +++ b/docs/index.md @@ -2,7 +2,7 @@ icon: lucide/rocket --- -# Get started +# Get started now For full documentation visit [zensical.org](https://zensical.org/docs/). From b98921ca499c652a280af470a85c49644c85cedc Mon Sep 17 00:00:00 2001 From: GeertD Date: Mon, 17 Aug 2026 15:29:40 +0200 Subject: [PATCH 05/12] update docs: extra pages + API reference --- docs/explanation.md | 5 + docs/how-to-guides.md | 11 ++ docs/index.md | 209 ++++++---------------- docs/markdown.md | 111 ------------ docs/reference.md | 9 + docs/resources/logo.png | Bin 0 -> 55087 bytes docs/tutorials.md | 5 + phreeqpython/solution.py | 368 ++++++++++++++++++++++++--------------- zensical.toml | 53 ++++-- 9 files changed, 345 insertions(+), 426 deletions(-) create mode 100644 docs/explanation.md create mode 100644 docs/how-to-guides.md delete mode 100644 docs/markdown.md create mode 100644 docs/reference.md create mode 100644 docs/resources/logo.png create mode 100644 docs/tutorials.md diff --git a/docs/explanation.md b/docs/explanation.md new file mode 100644 index 0000000..0d5518a --- /dev/null +++ b/docs/explanation.md @@ -0,0 +1,5 @@ +# Explanation + +More in depth stuff. + +E.g. some background on PhreeQC workings, with links to details. \ No newline at end of file diff --git a/docs/how-to-guides.md b/docs/how-to-guides.md new file mode 100644 index 0000000..93e62b8 --- /dev/null +++ b/docs/how-to-guides.md @@ -0,0 +1,11 @@ +# How To Guides + +Could be a cookbook for PhreeqPython. + +How to: + +- mix solutions +- dilute a solution +- evaporate solution +- titrate solution +- ... \ No newline at end of file diff --git a/docs/index.md b/docs/index.md index c3cfef4..3438c3e 100644 --- a/docs/index.md +++ b/docs/index.md @@ -1,173 +1,66 @@ ---- -icon: lucide/rocket ---- - -# Get started now - -For full documentation visit [zensical.org](https://zensical.org/docs/). - -## Commands - -* [`zensical new`][new] - Create a new project -* [`zensical serve`][serve] - Start local web server -* [`zensical build`][build] - Build your site - - [new]: https://zensical.org/docs/usage/new/ - [serve]: https://zensical.org/docs/usage/preview/ - [build]: https://zensical.org/docs/usage/build/ - -## Examples - -### Admonitions - -> Go to [documentation](https://zensical.org/docs/authoring/admonitions/) - -!!! note - - This is a **note** admonition. Use it to provide helpful information. - -!!! warning - - This is a **warning** admonition. Be careful! - -### Details - -> Go to [documentation](https://zensical.org/docs/authoring/admonitions/#collapsible-blocks) - -??? info "Click to expand for more info" - - This content is hidden until you click to expand it. - Great for FAQs or long explanations. - -## Code Blocks - -> Go to [documentation](https://zensical.org/docs/authoring/code-blocks/) - -``` python hl_lines="2" title="Code blocks" -def greet(name): - print(f"Hello, {name}!") # (1)! - -greet("Python") +# +![Phreeqpython Logo](resources/logo.png) + +PhreeqPython is an object oriented wrapper around the ([VIPhreeqc](https://www.github.com/Vitens/VIPhreeqc)) extension of the Phreeqc chemical calculation engine ([Parkhurst&Appello](http://wwwbrr.cr.usgs.gov/projects/GWC_coupled/phreeqc/)), written in Python. + +## Features +PhreeqPython greatly simplifies adding solutions and querying their properties: + +```python +pp = PhreeqPython() +# add a solution consisting of 1 mmol CaCl2 and 2 mmol NaHCO3 +solution = pp.add_solution_simple({'CaCl2':1.0,'NaHCO3':2.0}) +print(solution.pH) # 8.12 +print(solution.sc) # 427.32 +print(solution.si('Calcite')) # 0.38 +print(solution.species['HCO3-']) # 0.0019 +print(solution.elements['Cl']) # 0.002 mol ``` - -1. > Go to [documentation](https://zensical.org/docs/authoring/code-blocks/#code-annotations) - - Code annotations allow to attach notes to lines of code. - -Code can also be highlighted inline: `#!python print("Hello, Python!")`. - -## Content tabs - -> Go to [documentation](https://zensical.org/docs/authoring/content-tabs/) - -=== "Python" - - ``` python - print("Hello from Python!") - ``` - -=== "Rust" - - ``` rs - println!("Hello from Rust!"); - ``` - -## Diagrams - -> Go to [documentation](https://zensical.org/docs/authoring/diagrams/) - -``` mermaid -graph LR - A[Start] --> B{Error?}; - B -->|Yes| C[Hmm...]; - C --> D[Debug]; - D --> B; - B ---->|No| E[Yay!]; +Allows for simple chemical and precipitation/dissolution reactions: +```python +solution.add('NaOH',0.5) +print(solution.pH) # 9.47 +solution.desaturate('Calcite') # desaturate to SI 0 +print(solution.total('Ca')) # 0.497 mmol ``` +And even allows for addition, devision and multiplication of solutions to form new mixtures: +```python +solution2 = pp.add_solution_simple({'KCl':1.0}) +# create mixture of 50% solution and 50% solution2 +solution3 = solution * 0.5 + solution2 * 0.5 +print(solution3.total('K','mol')) # 0.0005 mol +``` +For more examples, take a look at the `examples` folder. -## Footnotes - -> Go to [documentation](https://zensical.org/docs/authoring/footnotes/) - -Here's a sentence with a footnote.[^1] - -Hover it, to see a tooltip. - -[^1]: This is the footnote. - - -## Formatting - -> Go to [documentation](https://zensical.org/docs/authoring/formatting/) - -- ==This was marked (highlight)== -- ^^This was inserted (underline)^^ -- ~~This was deleted (strikethrough)~~ -- H~2~O -- A^T^A -- ++ctrl+alt+del++ - -## Icons, Emojis - -> Go to [documentation](https://zensical.org/docs/authoring/icons-emojis/) - -* :sparkles: `:sparkles:` -* :rocket: `:rocket:` -* :tada: `:tada:` -* :memo: `:memo:` -* :eyes: `:eyes:` - -## Maths +## Installation +* ```pip install -U phreeqpython``` -> Go to [documentation](https://zensical.org/docs/authoring/math/) +## Requirements +* 64 bit Python3 +* Windows, OSX or Linux + * Using PhreeqPython on Windows requires installing [Visual C++ Redistributable 2015](https://www.microsoft.com/en-us/download/details.aspx?id=48145) -$$ -\cos x=\sum_{k=0}^{\infty}\frac{(-1)^k}{(2k)!}x^{2k} -$$ +## Unit Tests +| **Mac/Linux** and **Windows** | **Coverage** | +|---|---| +| [![Python package](https://github.com/DocMT/phreeqpython/actions/workflows/python-package.yml/badge.svg)](https://github.com/DocMT/phreeqpython/actions/workflows/python-package.yml)| [![codecov](https://codecov.io/gh/Vitens/phreeqpython/branch/master/graph/badge.svg)](https://codecov.io/gh/Vitens/phreeqpython) | -!!! warning "Needs configuration" - Note that MathJax is included via a `script` tag on this page and is not - configured in the generated default configuration to avoid including it - in a pages that do not need it. See the documentation for details on how - to configure it on all your pages if they are more Maths-heavy than these - simple starter pages. - - +## About Vitens -## Task Lists +Vitens is the largest drinking water company in The Netherlands. We deliver top quality drinking water to 5.6 million people and companies in the provinces Flevoland, Fryslân, Gelderland, Utrecht and Overijssel and some municipalities in Drenthe and Noord-Holland. Annually we deliver 350 million m³ water with 1,400 employees, 100 water treatment works and 49,000 kilometres of water mains. -> Go to [documentation](https://zensical.org/docs/authoring/lists/#using-task-lists) +One of our main focus points is using advanced water quality, quantity and hydraulics models to further improve and optimize our treatment and distribution processes. -* [x] Install Zensical -* [x] Configure `zensical.toml` -* [x] Write amazing documentation -* [ ] Deploy anywhere +## Licence -## Tooltips +Copyright 2021 Vitens -> Go to [documentation](https://zensical.org/docs/authoring/tooltips/) +Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at -[Hover me][example] +http://www.apache.org/licenses/LICENSE-2.0 - [example]: https://example.com "I'm a tooltip!" +Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License. diff --git a/docs/markdown.md b/docs/markdown.md deleted file mode 100644 index e2da6dc..0000000 --- a/docs/markdown.md +++ /dev/null @@ -1,111 +0,0 @@ ---- -icon: simple/markdown ---- - -# Markdown in 5min - -## Headers - -``` -# H1 Header -## H2 Header -### H3 Header -#### H4 Header -##### H5 Header -###### H6 Header -``` - -## Text formatting - -``` -**bold text** -*italic text* -***bold and italic*** -~~strikethrough~~ -`inline code` -``` - -## Links and images - -``` -[Link text](https://example.com) -[Link with title](https://example.com "Hover title") -![Alt text](image.jpg) -![Image with title](image.jpg "Image title") -``` - -## Lists - -``` -Unordered: - -- Item 1 -- Item 2 - - Nested item - -Ordered: - -1. First item -2. Second item -3. Third item -``` - -## Blockquotes - -``` -> This is a blockquote -> Multiple lines ->> Nested quote -``` - -## Code blocks - -```` -```javascript -function hello() { - console.log("Hello, world!"); -} -``` -```` - -## Tables - -``` -| Header 1 | Header 2 | Header 3 | -|----------|----------|----------| -| Row 1 | Data | Data | -| Row 2 | Data | Data | -``` - -## Horizontal rule - -``` ---- -or -*** -or -___ -``` - -## Task lists - -``` -- [x] Completed task -- [ ] Incomplete task -- [ ] Another task -``` - -## Escaping characters - -``` -Use backslash to escape: \* \_ \# \` -``` - -## Line breaks - -``` -End a line with two spaces -to create a line break. - -Or use a blank line for a new paragraph. -``` \ No newline at end of file diff --git a/docs/reference.md b/docs/reference.md new file mode 100644 index 0000000..e263c5d --- /dev/null +++ b/docs/reference.md @@ -0,0 +1,9 @@ +# Reference + +The code reference. + +Later split in multiple pages, one page per class. + +Reference for 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from zero to hero. + +Could also show them from Jupyter notebooks. diff --git a/phreeqpython/solution.py b/phreeqpython/solution.py index 94413b6..affae49 100644 --- a/phreeqpython/solution.py +++ b/phreeqpython/solution.py @@ -10,10 +10,21 @@ class Solution(object): """An aqueous solution. - See phreeqpython.add_solution() for details on creating a solution. + Notes: + See phreeqpython.add_solution() for details on creating a solution. """ def __init__(self, phreeqpython, number, extraneous=None): + """Returns an empty solution. + + Notes: + Use phreeqpython.add_solution() to create a solution. + + Warning: + the fields: pp, factor, number and extraneous are accessible by the user. + probably not the intention? + Better to make them private? + """ self.pp = phreeqpython self.factor = 1 self.number = number @@ -127,26 +138,27 @@ def interact(self, gas_or_phase): self.pp.interact_solution_phase(self.number, gas_or_phase.number) return self - def equalize(self, phases, to_si=[0], in_phase=[10], with_chemical=[None]): + def equalize(self, phases, to_si=[0.0], in_phase=[10.0], with_chemical=[None]): """Equalize the solution with one or more pure phases. Args: - phases (list): List of one or more pure gas or solid phases. - to_si (list): Optional, list of target saturation indices for each phase. - in_phase (list): Optional, list of maximum amounts available for each phase, in moles. - with_chemical (list): Optional, list of alternative chemical added for each phase to reach the specified saturation index. + phases (lst[str]): List of one or more pure gas or solid phases. + to_si (lst[float]): Optional, list of target saturation indices for each phase. + in_phase (lst[float]): Optional, list of maximum amounts available for each phase, in moles. + with_chemical (lst[str]): Optional, list of alternative chemical added for each phase to reach the specified saturation index. Returns: - Solution: The solution after equilibration. - - Notes: - to_si: for solid phases, SI = log10(IAP / Ksp), - for gases, SI = log10(p_gas), with p_gas the partial pressure. + (Solution): The solution after equilibration. Examples: >>> sol.equalize(phases=['Calcite']) >>> sol.equalize(phases=['CO2(g)', 'CH4(g)'], to_si=[-0.4, -0.2]) >>> sol.equalize(phases=['Calcite'], with_chemical='HCl') + + Notes: + saturation index (SI): + for solid phases: SI = log10(IAP / Ksp) + for gases: SI = log10(p_gas), with p_gas the partial pressure. """ self.pp.equalize_solution(self.number, phases, to_si, in_phase, with_chemical) return self @@ -160,7 +172,7 @@ def saturate(self, phase, to_si=0, in_phase=10): in_phase (float): Optional, maximum amount available of the phase. Returns: - Solution: The solution after equilibration. + (Solution): The solution after equilibration. Examples: >>> sol.saturate('Calcite') @@ -170,7 +182,6 @@ def saturate(self, phase, to_si=0, in_phase=10): self.pp.equalize_solution(self.number, phase, to_si, in_phase) return self - # this function can only precipitate def desaturate(self, phase, to_si=0): """Desaturate a solution from a pure phase via precipitation or vaporization. @@ -179,11 +190,14 @@ def desaturate(self, phase, to_si=0): to_si (float): Optional, target saturation index for the phase. Returns: - Solution: The solution after equilibration. + (Solution): The solution after equilibration. Examples: >>> sol.desaturate('Gypsum') - >>> sol.desaturate('CO2(g)', to_si=-3.5) + >>> sol.desaturate('CO2(g)', to_si=-3.5) + + Notes: + This method will only desaturate, not saturate. """ self.pp.equalize_solution(self.number, phase, to_si, 0) return self @@ -196,7 +210,7 @@ def change_ph(self, to_pH, with_chemical=None): with_chemical (str): Optional, acid of base to add, default is 'HCl' or 'NaOH'. Returns: - Solution: The altered solution. + (Solution): The altered solution. Examples: >>> sol.change_ph(4.5) @@ -218,7 +232,10 @@ def change_temperature(self, to_temperature): to_temperature (float): Target temperature. Returns: - Solution: The altered solution. + (Solution): The altered solution. + + Examples: + >>> sol.change_temperature(50.0) """ self.pp.change_solution_temperature(self.number, to_temperature) return self @@ -236,7 +253,7 @@ def total(self, element, units='mmol'): Examples: >>> sol.total('Na+') >>> sol.total('CO2') - >>> sol.total('HCO3-', 'mg') + >>> sol.total('HCO3-', 'mg') """ amount = self.pp.ip.get_total_ion(self.number, element) return convert_units(element, amount, to_units=units) @@ -249,7 +266,7 @@ def total_element(self, element, units='mmol'): units (str): Optional, unit of the amount. Returns: - float: Total amount of the element (mmol). + (float): Total amount of the element (mmol). Examples: >>> sol.total_element('C') @@ -265,15 +282,15 @@ def activity(self, species, units='mmol'): units (str): Optional, unit of the activity. Returns: - float: Activity of the species (mmol/kgw). - - CHECK: - this returns a concentration (/kgw), not a total amount. - Confusing with the units shown. + (float): Activity of the species (mmol/kgw). Examples: >>> sol.activity('Ca+2') >>> sol.activity('NaSO4-', 'mg') + + Warning: + this returns a concentration (/kgw), not a total amount. + Confusing with the units shown. """ return convert_units(species, self.pp.ip.get_activity(self.number, species), 'mol', units) @@ -285,14 +302,14 @@ def total_activity(self, element, units='mmol'): units (str): Optional, unit of the activity. Returns: - float: Total activity of the element (mmol/kgw). - - Notes: - Slow function ! + (float): Total activity of the element (mmol/kgw). Examples: >>> sol.activity('Ca') >>> sol.activity('C', 'mg') + + Warning: + Slow function! """ total = 0 regexp = "(^|[^A-Z])"+element @@ -304,38 +321,43 @@ def total_activity(self, element, units='mmol'): def moles(self, species, units='mmol'): """Returns the amount of a species in the solution. - CHECK: confusing, says moles, but can also return in 'mg'. - Also, seems to always return the same value as sol.total(). - Better to remove this method? - Args: element (str): Chemical species. units (str): Optional, unit of the amount. + Returns: + (float): Amount of the species (mmol). + Examples: >>> sol.moles('Na+') >>> sol.moles('HCO3-', 'mg') + + Warning: + Confusing, says moles, but can also return in 'mg'. + Also, seems to always return the same value as sol.total(). + Better to remove this method? """ return convert_units(species, self.pp.ip.get_moles(self.number, species), 'mol', units) def molality(self, species, units='mmol'): """Returns the molality of a species in the solution. - CHECK: confusing, units given in 'mmol'... , but returns 'mmol/kgw'? - Checked with {'-water': 2.0, ...} as solution: sol.total() and sol.moles() return 'mmol', - but sol.molality() returns ~half the value, so takes count of the total mass. - Should we show different units? - Args: element (str): Chemical species. units (str): Optional, unit of the amount. Returns: - float: Molality of the species (mmol/kgw). + (float): Molality of the species (mmol/kgw). Examples: >>> sol.molality('Na+') >>> sol.molality('HCO3-', 'mg') + + Warning: + Confusing, units given in 'mmol'... , but returns 'mmol/kgw'? + Checked with {'-water': 2.0, ...} as solution: sol.total() and sol.moles() return 'mmol', + but sol.molality() returns ~half the value, so takes count of the total mass. + Should we show different units? """ return convert_units(species, self.pp.ip.get_molality(self.number, species), 'mol', units) @@ -346,15 +368,15 @@ def si(self, phase): phase (str): Gas or solid phase. Returns: - float: The SI of the phase (-). - - Notes: - For solid phases, SI = log10(IAP / Ksp), with IAP the ion activity product and Ksp the solubility product constant. - For gases, SI = log10(p_gas), with p_gas the partial pressure. + (float): The SI of the phase (-). Examples: >>> sol.si('Calcite') >>> sol.si('CO2(g)') + + Notes: + Solid phases: SI = log10(IAP / Ksp), with IAP the ion activity product and Ksp the solubility product constant. + Gases: SI = log10(p_gas), with p_gas the partial pressure. """ return self.pp.ip.get_si(self.number, phase) @@ -365,52 +387,56 @@ def sr(self, phase): phase (str): Gas or solid phase. Returns: - float: The SR of the phase (-). - - Notes: - For solid phases, SR = IAP / Ksp, with IAP the ion activity product and Ksp the solubility product constant. - For gases, SR = p_gas, with p_gas the partial pressure. + (float): The SR of the phase (-). Examples: >>> sol.sr('Calcite') >>> sol.sr('CO2(g)') + + Notes: + Solid phases: SR = IAP / Ksp, with IAP the ion activity product and Ksp the solubility product constant. + Gases: SR = p_gas, with p_gas the partial pressure. """ return 10**self.pp.ip.get_si(self.number, phase) def forget(self): """Remove this solution from the PhreeQC simulation. - See also phreeqpython.add_solution() to add solutions to a PhreeQC simulation. + Notes: + See also phreeqpython.add_solution() to add solutions to a PhreeQC simulation. """ self.pp.remove_solutions([self.number]) def chain(self): - """ - CHECK: this calls the PhreeQC 'USE SOLUTION' keyword, but not clear - when you would need to use this, not intuitive. - What are the use cases? + """CHECK + Warning: + This calls the PhreeQC 'USE SOLUTION' keyword, but not clear + when you would need to use this, not intuitive. + What are the use cases? """ self.pp.start_chain(self.number) def end(self): - """ - CHECK: calls the keyword 'END' on the PhreeQC simulation? - Not better to only define that at the simulation side (pp)? - Its use for a solution is not clear. + """CHECK + + Warning: + Calls the keyword 'END' on the PhreeQC simulation? + Not better to only define that at the simulation side (pp)? + Its use for a solution is not clear. """ self.pp.end() - def kinetics(self, element, rate_function, time, m0=0, args=(), units='mmol'): - """CHECK: + """CHECK + + Warning: the kinetics examples show different ways of setting up kinetics (with and without this function). - Still experimental? - + Still experimental? PhreeQC has the kinetics keyword, but would require to parse the rate function(s) into BASIC, hard... - but PhreeQC allows kinetics over the whole simulation (e.g. solution, gas, other phases) + but PhreeQC allows kinetics over the whole simulation (e.g. solution, gas, other phases) + Not better to move kinetics functionality to the simulation level (phreeqpython = pp)? - """ try: from scipy.integrate import odeint @@ -437,34 +463,42 @@ def calc_rate(y, t, m0, *args): yield(t, self) # Magic functions + def __str__(self): + """Returns solution and number. + + Returns: + (str): A string like: + """ + return f"" + def __add__(self, other): """Add two solutions. - CHECK: - Remark for creating these: - >>> sol3 = sol1*0.2 + sol2*0.8 - >>> sol3 = sol1*0.2 - >>> sol3 = sol1/4.0 + Warning: + Remark for creating these: + >>> sol3 = sol1 * 0.2 + sol2 * 0.8 + >>> sol3 = sol1 * 0.2 + >>> sol3 = sol1 / 4.0 + + currently, sol.factor is used to track the coefficient in making these mixtures. - currently, sol.factor is used to track the coefficient in making these mixtures. - - But doing this: - sol3 = sol1*2 - does not increase sol3.mass, it only sets sol3.factor, which is not what the user wants. - - Also: - sol3 = sol1*1 + sol1*2 - gives: sol3.mass = 2, not 3, because the second term sets sol1.factor = 2, and then the addition is evaluated - - Wouldn't it be easier and more intuitive to do as follows?: - sol1*2 calls: - def __mul__(self, factor): - mixture = self.pp.mix_solutions({self: factor}) - return mixture - - No need anymore to track the factors, and the resulting solutions always reflect the proper amount. - sol3 = sol1*0.2 + sol2*0.8 - will then call mix_solutions 3 times, small price to pay? + But doing this: + sol3 = sol1*2 + does not increase sol3.mass, it only sets sol3.factor, which is not what the user wants. + + Also: + sol3 = sol1*1 + sol1*2 + gives: sol3.mass = 2, not 3, because the second term sets sol1.factor = 2, and then the addition is evaluated + + Wouldn't it be easier and more intuitive to do as follows?: + sol1*2 calls: + def __mul__(self, factor): + mixture = self.pp.mix_solutions({self: factor}) + return mixture + + No need anymore to track the factors, and the resulting solutions always reflect the proper amount. + sol3 = sol1 * 0.2 + sol2 * 0.8 + will then call mix_solutions 3 times, small price to pay? """ if not isinstance(other, Solution): raise TypeError("Invalid operation, only addition of two solutions is allowed") @@ -474,7 +508,7 @@ def __mul__(self, factor): return mixture def __truediv__(self, other): - """ Python 3 support """ + """Python 3 support.""" return self.__div__(other) def __div__(self, other): @@ -494,68 +528,110 @@ def __mul__(self, other): # Accessor methods @property def I(self): - """float: The ionic strength of the solution, (mol/L).""" + """Returns the ionic strength of the solution. + + Returns: + (float): The ionic strength (mol/L). + """ return self.pp.ip.get_mu(self.number) @property def mu(self): - """float: The ionic strength of the solution (mol/L).""" + """Returns the ionic strength of the solution. + + Returns: + (float): The ionic strength (mol/L). + + """ return self.I @property def pH(self): - """float: The pH of the solution (-).""" + """Returns the pH of the solution. + + Returns: + (float): The pH (-). + """ return self.pp.ip.get_ph(self.number) @property def sc(self): - """float: The specific conductance of the solution (µS/cm).""" + """Returns the specific conductance of the solution. + + Returns: + (float): The specific conductance (µS/cm). + + Notes: + Specific conductance calculated at temperature of the solution. + """ return self.pp.ip.get_sc(self.number) @property def temperature(self): - """float: The temperature of the solution (°C).""" + """Returns the temperature of the solution. + + Returns: + (float): The temperature (°C). + """ return self.pp.ip.get_temperature(self.number) @property def mass(self): - """float: The mass of water in the solution (kg). + """Returns the mass of water in the solution. - CHECK: - not very intuitive, one would expect this to return the solution mass, not the water part. - I did a few checks with high salt concentrations: - sol.volume * sol.density always accurately returns the solution mass. + Returns: + (float): The mass of water (kg). - Proposal: - sol.mass = sol.volume * sol.density - sol.mass_water = the water mass + Warning: + not very intuitive, one would expect this to return the solution mass, not the water part. + I did a few checks with high salt concentrations: + sol.volume * sol.density always accurately returns the solution mass. + + Proposal: + sol.mass = sol.volume * sol.density + sol.mass_water = the water mass """ return self.pp.ip.get_mass(self.number) @property def volume(self): - """float: The volume of the solution (L).""" + """Returns the volume of the solution. + + Returns: + (float): The volume (L). + """ return self.pp.ip.get_volume(self.number) @property def density(self): - """float: The density of the solution (kg/L).""" + """Returns the density of the solution. + + Returns: + (float): The density (kg/L). + + (kg/L).""" return self.pp.ip.get_density(self.number) @property def pe(self): - """float: The electron activity of the solution (-). + """REturns the electron activity of the solution. + Returns: + (float): The electron activity (-). + Notes: - pe = -log({e-}), with {e-} the electron activity. - pe < 0: high electron activity, reducing environment. + pe = -log({e-}), with {e-} the electron activity. + pe < 0: high electron activity, reducing environment. pe > 0: low electron activity, oxidizing environment. """ return self.pp.ip.get_pe(self.number) @property def phases(self): - """dict: All phases in the solution and their saturation index (-). + """Returns all phases in the solution and their saturation index (SI). + + Returns: + (dict): With phase (str) and SI (float) pairs. Example: >>> sol.phases @@ -565,15 +641,18 @@ def phases(self): } Notes: - saturation index: SI = log10(AIP / Ksp) + SI = log10(AIP / Ksp) """ return self.pp.ip.get_phases_si(self.number) @property def elements(self): - """dict: All elements in the solution and their amount (mol). + """Returns all elements in the solution and their amount. - Example: + Returns: + (dict): With phase (str) and amount (float) pairs, amount in mol. + + Examples: >>> sol.elements { 'C(4)': 0.50, 'Ca': 0.20, @@ -584,59 +663,69 @@ def elements(self): @property def species(self, units='mmol'): - """dict: All species in the solution and their amount (mol). + """Returns all species in the solution and their amount. - Example: + Returns: + (dict): With species (str) and amount (float) pairs, amount in mmol. + + Examples: >>> sol.species { 'Ca+2': 0.0036, 'CO3-2': 2.18e-05, ... } - CHECK: - units not used, and probably not accessible via a property? - amount is in mol, not mol/L or mol/kgw, can be confusing when sol.mass <> 1.0 kg, - better return a concentration (mol/kgw or mol/kgs)? + Warning: + units not used, and probably not accessible via a property? + amount is in mol, not mol/L or mol/kgw, can be confusing when sol.mass <> 1.0 kg, + better return a concentration (mol/kgw or mol/kgs)? """ return self.pp.ip.get_species_moles(self.number) @property def species_moles(self, units='mmol'): - """dict: All species in the solution and their amount (mol). + """Returns all species in the solution and their amount. - CHECK: - calls same function, no difference with property above? - better drop this one? + Returns: + (dict): With species (str) and amount (float) pairs, amount in mol. + Warning: + calls same function, no difference with property species? + better drop this one? """ return self.pp.ip.get_species_moles(self.number) @property def species_molalities(self, units='mmol'): - """dict: All species in the solution and their concentration (mol/kgw). - - CHECK: - units not used. - this property returns a concentration (mol/kgw), while sol.species returns - absolute amount (mol). Not very intuitive. - Maybe we could define the default units on the simulation level (phreeqpython = pp)? - And have an accessible function to convert if needed (pp.units(...))? + """Returns all species in the solution and their concentration. - Example: + Returns: + (dict): With species (str) and concentration (float) pairs, concentration in mol/kgw. + + Examples: >>> sol.species_molalities { 'Ca+2': 0.045, 'CO3-2': 3.18e-05, ... } - + + Warning: + units not used. + this property returns a concentration (mol/kgw), while sol.species returns + absolute amount (mol). Not very intuitive. + Maybe we could define the default units on the simulation level (phreeqpython = pp)? + And have an accessible function to convert if needed (pp.units(...))? """ return self.pp.ip.get_species_molalities(self.number) @property def species_activities(self, units='mmol'): - """dict: All species in the solution and their activities (mol/kgw). + """Returns all species in the solution and their activities. - Example: + Returns: + (dict): With species (str) and activity (float) pairs, activity in mol/kgw. + + Examples: >>> sol.species_activities { 'Ca+2': 0.045, 'CO3-2': 3.18e-05, @@ -647,21 +736,20 @@ def species_activities(self, units='mmol'): @property def masters_species(self): - """dict: All master species in the solution and their species. + """Returns all master species in the solution and their species. - CHECK: - shouldn't this be: master_species ? + Returns: + (dict): with master_species (str) and species (lst[str]) pairs. - Example: + Examples: >>> sol.masters_species { 'C(4)': ['CO2', 'CO3-2', 'CaCO3', 'HCO3-'], 'Ca': ['Ca+2', 'CaCO3', 'CaHCO3+', 'CaOH+'], 'Cl': ['Cl-'], ... } + + Warning: + shouldn't this be: master_species ? """ return self.pp.ip.get_masters_species(self.number) - - # pretty printing - def __str__(self): - return f"" diff --git a/zensical.toml b/zensical.toml index b5cc425..7620b05 100644 --- a/zensical.toml +++ b/zensical.toml @@ -1,18 +1,20 @@ [project] -site_url = "https://www.example.com/" -site_name = "Documentation" -# site_description = "Your project description" -# site_author = "Your name" +site_url = "https://geertd.github.io/phreeqpython/" +site_name = "PhreeqPython Docs" +site_description = "Documentation for PhreeqPython" +site_author = "Vitens" -# copyright = "Copyright © 2026 Your name" - -# repo_url = "https://github.com/user/repo" +copyright = "Copyright 2021 Vitens" +repo_url = "https://github.com/Vitens/phreeqpython" # repo_name = "user/repo" # edit_uri = "edit/main/docs/" nav = [ - { "Get started" = "index.md" }, - { "Markdown in 5min" = "markdown.md" }, + { "PhreeqPython" = "index.md" }, + { "Tutorials" = "tutorials.md" }, + { "How-To Guides" = "how-to-guides.md" }, + { "API Reference" = "reference.md" }, + { "Explanation" = "explanation.md" }, ] # extra_css = ["stylesheets/extra.css"] @@ -47,12 +49,12 @@ features = [ # "navigation.tabs.sticky", "navigation.top", "navigation.tracking", - "search.highlight", - # "toc.follow", + # "search.highlight", + "toc.follow", # "toc.integrate", ] -# logo = "assets/logo.png" +# logo = "resources/logo.png" # [project.theme.icon] # logo = "lucide/smile" @@ -61,10 +63,10 @@ features = [ # text = "Inter" # code = "Jetbrains Mono" -[[project.theme.palette]] -media = "(prefers-color-scheme)" -toggle.icon = "lucide/sun-moon" -toggle.name = "Switch to light mode" +# [[project.theme.palette]] +# media = "(prefers-color-scheme)" +# toggle.icon = "lucide/sun-moon" +# toggle.name = "Switch to light mode" [[project.theme.palette]] media = "(prefers-color-scheme: light)" @@ -76,7 +78,7 @@ toggle.name = "Switch to dark mode" media = "(prefers-color-scheme: dark)" scheme = "slate" toggle.icon = "lucide/moon" -toggle.name = "Switch to system preference" +toggle.name = "Switch to light mode" # [[project.extra.social]] # icon = "fontawesome/brands/github" @@ -94,6 +96,7 @@ def_list = {} footnotes = {} md_in_html = {} toc.permalink = true +# toc.toc_depth = 6 pymdownx.arithmatex.generic = true pymdownx.betterem = {} pymdownx.caret = {} @@ -116,3 +119,19 @@ pymdownx.tabbed.alternate_style = true pymdownx.tabbed.combine_header_slug = true pymdownx.tasklist.custom_checkbox = true pymdownx.tilde = {} + +[project.plugins.mkdocstrings.handlers.python] +paths = ["phreeqpython"] +options.docstring_style = "google" # or numpy +options.docstring_section_style = "list" # table, list or spacy +options.show_source = false +options.show_if_no_docstring = true # show member anyway +options.show_docstring_functions = true # show module/class Functions: or Methods: section in docstring +options.members_order = "alphabetical" # __all__/alphabetical/source +options.filters = "public" # public or other filters +options.group_by_category = true # categories: attributes, methods, ... +options.show_category_heading = true +options.summary = true # summary of classes, ... +options.show_root_heading = true # show full path of root object +options.heading_level = 1 # start level for headings

+options.show_symbol_type_heading = true # show attribute, method, ... before member From 6958956ad399592a27b1776301c5d5a2f5d7ff4d Mon Sep 17 00:00:00 2001 From: GeertD Date: Mon, 17 Aug 2026 15:36:24 +0200 Subject: [PATCH 06/12] docs.yml: add mkdocstrings-python --- .github/workflows/docs.yml | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml index 5c33c5f..324c40f 100644 --- a/.github/workflows/docs.yml +++ b/.github/workflows/docs.yml @@ -21,9 +21,10 @@ jobs: with: python-version: 3.x - run: pip install zensical + - run: pip install mkdocstrings-python - run: zensical build --clean - uses: actions/upload-pages-artifact@v5 with: path: site - uses: actions/deploy-pages@v5 - id: deployment + id: deployment From 47ffd6bec9408da2ccf4922773b5c6a64639b1f6 Mon Sep 17 00:00:00 2001 From: GeertD Date: Mon, 17 Aug 2026 22:21:06 +0200 Subject: [PATCH 07/12] add notebooks conversion to html --- convertnb.ipynb | 74 + docs/how-to-guides.md | 17 +- .../1. Ca-F equilibrium with fluorite.html | 983 ++++++++++ docs/nb_html/1. Solubilities.html | 1201 +++++++++++++ docs/nb_html/2. Calcite Dissolution.html | 1252 +++++++++++++ docs/nb_html/3. Gibbsite Solubility.html | 1104 ++++++++++++ ...ration Exceeding Drinking Water Limit.html | 826 +++++++++ ...Gypsum Precipitation upon Evaporation.html | 1275 +++++++++++++ docs/nb_html/7. Gas-Phase Calculations.html | 1218 +++++++++++++ docs/nb_html/Carbonic Acid Equilibrium.html | 1004 +++++++++++ docs/nb_html/Functionality Overview.html | 1585 +++++++++++++++++ .../Kinetic Dissolution of Quartz.html | 1522 ++++++++++++++++ .../1. Ca-F equilibrium with fluorite.ipynb | 157 ++ docs/notebooks/1. Solubilities.ipynb | 257 +++ docs/notebooks/2. Calcite Dissolution.ipynb | 139 ++ docs/notebooks/3. Gibbsite Solubility.ipynb | 101 ++ ...ation Exceeding Drinking Water Limit.ipynb | 72 + ...ypsum Precipitation upon Evaporation.ipynb | 128 ++ .../notebooks/7. Gas-Phase Calculations.ipynb | 280 +++ .../notebooks/Carbonic Acid Equilibrium.ipynb | 170 ++ docs/notebooks/Functionality Overview.ipynb | 481 +++++ .../Kinetic Dissolution of Quartz.ipynb | 207 +++ docs/notebooks/demo.html | 1004 +++++++++++ docs/notebooks/gas_data/O2_27.dat | 10 + docs/notebooks/gas_data/ch4_100c.dat | 18 + docs/notebooks/gas_data/ch4_25c.dat | 12 + docs/notebooks/gas_data/ch4_50c.dat | 7 + docs/notebooks/gas_data/co2_4m_NaCl.dat | 17 + docs/notebooks/gas_data/n2_25C.dat | 9 + test.md | 0 30 files changed, 15129 insertions(+), 1 deletion(-) create mode 100644 convertnb.ipynb create mode 100644 docs/nb_html/1. Ca-F equilibrium with fluorite.html create mode 100644 docs/nb_html/1. Solubilities.html create mode 100644 docs/nb_html/2. Calcite Dissolution.html create mode 100644 docs/nb_html/3. Gibbsite Solubility.html create mode 100644 docs/nb_html/4. Al Concentration Exceeding Drinking Water Limit.html create mode 100644 docs/nb_html/5. Gypsum Precipitation upon Evaporation.html create mode 100644 docs/nb_html/7. Gas-Phase Calculations.html create mode 100644 docs/nb_html/Carbonic Acid Equilibrium.html create mode 100644 docs/nb_html/Functionality Overview.html create mode 100644 docs/nb_html/Kinetic Dissolution of Quartz.html create mode 100644 docs/notebooks/1. Ca-F equilibrium with fluorite.ipynb create mode 100644 docs/notebooks/1. Solubilities.ipynb create mode 100644 docs/notebooks/2. Calcite Dissolution.ipynb create mode 100644 docs/notebooks/3. Gibbsite Solubility.ipynb create mode 100644 docs/notebooks/4. Al Concentration Exceeding Drinking Water Limit.ipynb create mode 100644 docs/notebooks/5. Gypsum Precipitation upon Evaporation.ipynb create mode 100644 docs/notebooks/7. Gas-Phase Calculations.ipynb create mode 100644 docs/notebooks/Carbonic Acid Equilibrium.ipynb create mode 100644 docs/notebooks/Functionality Overview.ipynb create mode 100644 docs/notebooks/Kinetic Dissolution of Quartz.ipynb create mode 100644 docs/notebooks/demo.html create mode 100644 docs/notebooks/gas_data/O2_27.dat create mode 100644 docs/notebooks/gas_data/ch4_100c.dat create mode 100644 docs/notebooks/gas_data/ch4_25c.dat create mode 100644 docs/notebooks/gas_data/ch4_50c.dat create mode 100644 docs/notebooks/gas_data/co2_4m_NaCl.dat create mode 100644 docs/notebooks/gas_data/n2_25C.dat delete mode 100644 test.md diff --git a/convertnb.ipynb b/convertnb.ipynb new file mode 100644 index 0000000..a450f44 --- /dev/null +++ b/convertnb.ipynb @@ -0,0 +1,74 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Convert notebooks\n", + "Read notebooks and convert to html." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "from mkdocs_jupyter import nbconvert2\n", + "import os" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [], + "source": [ + "nbdir = \"docs\\\\notebooks\\\\\"\n", + "notebooks = [file for file in os.listdir(nbdir) if file.endswith(\"ipynb\")]" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [], + "source": [ + "targetdir = \"docs\\\\nb_html\\\\\"\n", + "for notebook in notebooks:\n", + " content = nbconvert2.nb2html(nb_path=nbdir + notebook)\n", + " target = targetdir + notebook.replace(\".ipynb\", \".html\") \n", + " with open(target, \"w\", encoding=\"utf-8\") as f:\n", + " f.write(content) " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": ".venv (3.12.6)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.6" + } + }, + "nbformat": 4, + "nbformat_minor": 1 +} diff --git a/docs/how-to-guides.md b/docs/how-to-guides.md index 93e62b8..9115a77 100644 --- a/docs/how-to-guides.md +++ b/docs/how-to-guides.md @@ -8,4 +8,19 @@ How to: - dilute a solution - evaporate solution - titrate solution -- ... \ No newline at end of file +- ... + +## Jupyter Notebooks + +Starter notebooks: + +- [Functionality Overview](nb_html/Functionality%20Overview.html) +- [Carbonic Acid Equilibrium](nb_html/Carbonic%20Acid%20Equilibrium.html) + +Worked PhreeQC examples: + +- [Ca-F equilibrium with fluorite](nb_html/1.%20Ca-F%20equilibrium%20with%20fluorite.html) +- [Gas Solubilities](nb_html/1.%20Solubilities.html) +- [Calcite Dissolution](nb_html/2.%20Calcite%20Dissolution.html) +... + diff --git a/docs/nb_html/1. Ca-F equilibrium with fluorite.html b/docs/nb_html/1. Ca-F equilibrium with fluorite.html new file mode 100644 index 0000000..317de52 --- /dev/null +++ b/docs/nb_html/1. Ca-F equilibrium with fluorite.html @@ -0,0 +1,983 @@ + + + + + + + + + + + +
+ +
+ + + \ No newline at end of file diff --git a/docs/nb_html/1. Solubilities.html b/docs/nb_html/1. Solubilities.html new file mode 100644 index 0000000..57ad97f --- /dev/null +++ b/docs/nb_html/1. Solubilities.html @@ -0,0 +1,1201 @@ + + + + + + + + + + + +
+ +
+ + + \ No newline at end of file diff --git a/docs/nb_html/2. Calcite Dissolution.html b/docs/nb_html/2. Calcite Dissolution.html new file mode 100644 index 0000000..550fe62 --- /dev/null +++ b/docs/nb_html/2. Calcite Dissolution.html @@ -0,0 +1,1252 @@ + + + + + + + + + + + +
+ +
+ + + \ No newline at end of file diff --git a/docs/nb_html/3. Gibbsite Solubility.html b/docs/nb_html/3. Gibbsite Solubility.html new file mode 100644 index 0000000..14bd9f9 --- /dev/null +++ b/docs/nb_html/3. Gibbsite Solubility.html @@ -0,0 +1,1104 @@ + + + + + + + + + + + +
+ +
+ + + \ No newline at end of file diff --git a/docs/nb_html/4. Al Concentration Exceeding Drinking Water Limit.html b/docs/nb_html/4. Al Concentration Exceeding Drinking Water Limit.html new file mode 100644 index 0000000..4480891 --- /dev/null +++ b/docs/nb_html/4. Al Concentration Exceeding Drinking Water Limit.html @@ -0,0 +1,826 @@ + + + + + + + + + + + +
+ +
+ + + \ No newline at end of file diff --git a/docs/nb_html/5. Gypsum Precipitation upon Evaporation.html b/docs/nb_html/5. Gypsum Precipitation upon Evaporation.html new file mode 100644 index 0000000..9f4431c --- /dev/null +++ b/docs/nb_html/5. Gypsum Precipitation upon Evaporation.html @@ -0,0 +1,1275 @@ + + + + + + + + + + + +
+ +
+ + + \ No newline at end of file diff --git a/docs/nb_html/7. Gas-Phase Calculations.html b/docs/nb_html/7. Gas-Phase Calculations.html new file mode 100644 index 0000000..2bc9e71 --- /dev/null +++ b/docs/nb_html/7. Gas-Phase Calculations.html @@ -0,0 +1,1218 @@ + + + + + + + + + + + +
+ +
+ + + \ No newline at end of file diff --git a/docs/nb_html/Carbonic Acid Equilibrium.html b/docs/nb_html/Carbonic Acid Equilibrium.html new file mode 100644 index 0000000..d292acf --- /dev/null +++ b/docs/nb_html/Carbonic Acid Equilibrium.html @@ -0,0 +1,1004 @@ + + + + + + + + + + + +
+ +
+ + + \ No newline at end of file diff --git a/docs/nb_html/Functionality Overview.html b/docs/nb_html/Functionality Overview.html new file mode 100644 index 0000000..3fd9d7b --- /dev/null +++ b/docs/nb_html/Functionality Overview.html @@ -0,0 +1,1585 @@ + + + + + + + + + + + +
+ +
+ + + \ No newline at end of file diff --git a/docs/nb_html/Kinetic Dissolution of Quartz.html b/docs/nb_html/Kinetic Dissolution of Quartz.html new file mode 100644 index 0000000..aebaa24 --- /dev/null +++ b/docs/nb_html/Kinetic Dissolution of Quartz.html @@ -0,0 +1,1522 @@ + + + + + + + + + + + +
+ +
+ + + \ No newline at end of file diff --git a/docs/notebooks/1. Ca-F equilibrium with fluorite.ipynb b/docs/notebooks/1. Ca-F equilibrium with fluorite.ipynb new file mode 100644 index 0000000..48c2ab3 --- /dev/null +++ b/docs/notebooks/1. Ca-F equilibrium with fluorite.ipynb @@ -0,0 +1,157 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# The relation among fluoride and calcium concentrations in water\n", + "http://hydrochemistry.eu/exmpls/ca_f.html" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Populating the interactive namespace from numpy and matplotlib\n" + ] + } + ], + "source": [ + "%pylab inline\n", + "import phreeqpython\n", + "pp = phreeqpython.PhreeqPython()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## PhreeqPython Calculation" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [ + "# Create solution \n", + "solution1 = pp.add_solution_raw({\n", + "'pH': '7 charge',\n", + " 'C': '1 CO2(g) -1',\n", + " 'Ca': '1 Calcite',\n", + " 'F': '1 Fluorite'\n", + "})\n", + "\n", + "# store results in arrays\n", + "\n", + "x = [] # Ca (mg/l)\n", + "y = [] # F (mg/l)\n", + "yy = [] # pH (-)\n", + "\n", + "# perform calculation\n", + "for i in range(16):\n", + " x.append(solution1.total_element('Ca', 'mg'))\n", + " y.append(solution1.total_element('F', 'mg'))\n", + " yy.append(solution1.pH)\n", + " solution1.add('NaAlSi3O8', 7.5/15)\n", + " solution1.equalize(['Fluorite', 'Calcite', 'Quartz', 'Kaolinite'], ['','',0,0], ['','',0,0])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Plotting the Results" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig = plt.figure(figsize=[10,5])\n", + "ax = plt.gca()\n", + "\n", + "ax2 = ax.twinx()\n", + "ax.plot(x,y, 'rs-', label='F')\n", + "ax2.plot(x,yy, 'gd-', label='pH')\n", + "\n", + "ax.set_ylim([0,10])\n", + "ax.set_xlim([0,160])\n", + "ax2.set_ylim([6.5,7.5])\n", + "\n", + "ax.set_xlabel('Ca (mg/l)')\n", + "ax.set_ylabel('F (mg/l)')\n", + "ax2.set_ylabel('pH (-)')\n", + "\n", + "ax.grid()\n", + "\n", + "plt.title('Fluorite Equilibrium during Na-Feldspar dissolution')\n", + "\n", + "fig.legend(loc=1, bbox_to_anchor=(1,1), bbox_transform=ax.transAxes)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.6.2" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/docs/notebooks/1. Solubilities.ipynb b/docs/notebooks/1. Solubilities.ipynb new file mode 100644 index 0000000..55910ab --- /dev/null +++ b/docs/notebooks/1. Solubilities.ipynb @@ -0,0 +1,257 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Solubilities" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Populating the interactive namespace from numpy and matplotlib\n" + ] + } + ], + "source": [ + "%pylab inline\n", + "import phreeqpython\n", + "import pandas as pd" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": {}, + "outputs": [], + "source": [ + "pp = phreeqpython.PhreeqPython(database='phreeqc.dat')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Oxygen" + ] + }, + { + "cell_type": "code", + "execution_count": 49, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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SEj9kbuXpyelMXLiOmrHR3NC/NdecnET9GrHhLk2CFAJERKRUzVixmScnLWXa0o3UCY7rf9VJidSuVjXcpcl+FAJEROSYuTtfLdvEk5OW8m3GZhrUiOGOs9pzxYnHUSNWh5rySv9lRETkqLk7UxZv4KnJS5m9aiuNa8Vy1y86cmmvllSLKYVx/SWkFAJEROSIuTufL1jHU5PTmZu9jYQ61fjb+cczpEdz4qrq4F9RKASIiEiJFRU5n8xby1OTl7Jo7Q5a1ovnoYs6c0G35sREl+KkPlImFAJEROSwCoucD39czdOT01m6fietGlTnsUu6cF6XZqU7o5+UKYUAERE5qILCIsbPCRz8l2/cRdvGNXjy0m6c07kpUaU9o5+UOYUAERH5H/mFRbz3fTbPfJHOyk276dC0Fs9d3p0zOzU5+HS+00dCQvefT76TkRaYke9AE/VI2IX0HI6ZDTKzxWaWbmZ3HGB9rJm9FVz/rZklBturmtmrZjbXzBaa2Z2hrFNERALyCop487tVnPrIFG4b9yO14qry4pUpfPx/fTmrc9ODBwAIBICxwwMHfgj8O3Z4oF3KpZCdCTCzKOAZYCCQBcwws/HuvqDYZiOALe7exsyGAQ8BQ4EhQKy7dzazeGCBmb3p7itCVa+ISCTLLShk7MwsnpuyjOyte+jSog73De7Eqe0aYVbC0/5JqTDklcCBP2UEzBwVWI6QaXkrolBeDugFpLv7cgAzGwMMBoqHgMHAPcHfxwFPW+DT5kB1M4sGqgF5wPYQ1ioiEpFy8gt5e2Ymz01ZxpptOXRvWYcHLuxManKDkh/8i0tKDQSAtIch9TYFgHIulCEgAcgstpwF9D7YNu5eYGbbgPoEAsFgYA0QD/ze3TeHsFYRkYiSk1/ImO9W8dzUZazbnkvKcXV5+OIT6NvmKA/+e2WkBc4ApN4W+Depn4JAOVZeOwb2AgqBZkBdYJqZTdx7VmEvM7sOuA6gZcuWZV6kiEhFk5NfyH++XcXzU5exfkcuvZLq8fglXenTuv6xHfzhpz4Aey8BJPX7+bKUO6EMAdlAi2LLzYNtB9omK3jqvzawCbgM+NTd84H1ZvYlkAL8LAS4+wvACwApKSkeihchIlIZ7Mkr5N/fruRfacvZsCOX3kn1GDmsKye1blB6T5I9++cH/L19BLJnKwSUU6EMATOAZDNLInCwH0bg4F7ceOAq4GvgYmCyu7uZrQIGAK+bWXXgRGBkCGsVEamU9h78n5+6nI07c+nTqj5PXdqNE1vVL/0nO9BtgEmpCgDlWMhCQPAa/43ABCAKGO3u883sPmCmu48HRhE40KcDmwkEBQjcVfCymc0HDHjZ3X8MVa0iIpXNgQ7+z1zWjd6hOPhLhWXuleMsekpKis+cOTPcZYiIhNX+B/+TWtfnd6cl6+BfSZnZLHdPOdr9y2vHQBEROQI5+YW88Y2++cuRUQgQEanAcvIL+Xewt/+GHYFv/jr4S0kpBIiIVEA5+YW8+d0qnpsSuNUvpB3+pNJSCBARqUBy8gt5a0Ymz05JZ932wK1+T+rgL0dJIUBEpALILSjk7RmZPPPFMtZuz6FXUj1GDu1Gn9Y6+MvRUwgQESnH8gqKGDsrk2cmp7N6Ww49E+vy2CVdSmeEP4l4CgEiIuVQfmER78zK4qnJ6WRv3UO3lnV4qDTG9hcpRiFARKQcKSgs4r3vs3ly8lIyN++hS/Pa3H/B8ZzStqEO/lLqFAJERMqBwiJn/Jxsnpi4lBWbdnN8Qi3uHd6JU9s10sFfQkYhQEQkjIqKnI/mrmHkxCUs27CL9k1q8sIvezCwY2Md/CXkFAJERMLA3Zkwfy2Pf76Uxet20LZxDZ67vDtndmpClSo6+EvZUAgQESlD7s6khet5fOIS5q/eTquG1Xny0m6c07kpUTr4SxlTCBARKQPuTtrSjTz2+RLmZG6lZb14Hh3ShcFdmxEdVSXc5UmEUggQEQmxb5Zv4tHPFjNjxRYS6lTjoYs6c2H35lQ93MF/+khI6A5JqT+1ZaRB9mzoe3Noi5aIoBAgIhIis1Zu4bHPF/Nl+iYa14rlb+cfz9CUFsREl/Cbf0J3GDschrwSCAIZaT8ti5QChQARkVI2L3sbj362mC8Wb6BBjRj++ouOXN67JXFVo47sgZJSAwf8scMhZQTMHPVTIBApBQoBIiKlZPHaHTz++RI+nb+WOvFVuX1Qe6466TjiY47hT21SaiAApD0MqbcpAEipUggQETlGGRt3MXLiEsbPWU2NmGhuPj2ZEX2TqBlXtRQePC1wBiD1tsC/Sf0UBKTUKASIiBylrC27eWpSOuNmZxETVYXrT2nNdf1aUbd6TOk8QfE+AEmpgQBQfFnkGCkEiIgcofXbc3jmi3Te/C4TgCv7HMdv+remUc240n2i7Nk/P+Dv7SOQPVshQEqFQoCISAlt2ZXH81OX8erXKygodIaktOCmAW1oVqdaaJ7wQLcBJqUqAEipUQgQETmMHTn5vDQtg1HTM9iVV8AFXRP43enJHFe/erhLEzkmCgEiIgexJ6+Q175ewXNTl7F1dz6DOjXhD2e0pW3jmuEuTaRUKASIiOwnr6CIt2as4qnJ6azfkUtq24b88Yx2dG5eO9yliZQqhQARkaDCIuf977N5fOISsrbsoWdiXZ6+rDu9kuqFuzSRkFAIEJGIt3da30c+W0L6+p0cn1CLv59/PKe0bYiZZvaTykshQEQilrszbelG/jlhMXOzt9G6YXWevbw7Zx3fRAd/iQgKASISkWat3MI/Jyzim+WbSahTjUeGdOGCbglEVdHBXyKHQoCIRJSFa7bz6GeLmbhwPQ1qxHLveZ0Y1qsFsdFHOLmPSCWgECAiEWHlpl089nlwfP/YaP54ZjuuPjnx2Cb3Eang9OkXkUpt/fYcnpy8lDHfZRIdZVx/Smt+ndqKOvGlNL6/SAV2yBBgZs2BYUA/oBmwB5gHfAR84u5FIa9QROQobNudz3NTl/HKVxkUFDqX9mrJTQPa0KhWKY/vL1KBHTQEmNnLQALwIfAQsB6IA9oCg4A/m9kd7p5WFoWKiJTEnrxCXv4qg+enLGNHbgGDuzTj9wPbaohfkQM41JmAR9193gHa5wHvmlkM0DI0ZYmIHJn8wiLGzMjkqUlLWb8jl9PaN+LWM9vRoWmtcJcmUm4dNATsDQBmdhrwlbvv2W99HpAe2vJERA6tqMj54MfVPPb5ElZu2k3PxLo8e3l3UhI1yp/I4ZSkY+CVwHNmthmYBqQB0919S0grExE5BHdn6pINPPzpYhas2U77JjV5eXhP+rfTKH8iJXXYEODuVwGYWTPgYuAZAp0EdWeBiITF96u28NCngYF+WtSrxhPDunLuCc2oooF+RI7IYQ/kZnYFgbsDOgMbgacJnBEQESlT6et38M8Ji5kwfx0NasRw73mduLRXS2Kiq4S7NJEKqSTf5kcCy4DngS/cfUVIKxIR2c/qrXt4YuJSxs7KJD4mmj8MbMuIvklUj9UJSZFjUZLLAQ3MrBOQCtxvZsnAYnf/ZcirE5GItnV3Hs9NWcbLX60Ah+EnJfHbU1tTv0ZsuEsTqRRKcjmgFoFbAY8DEoHaQIkGCTKzQcATQBTwkrs/uN/6WOA1oAewCRi690yDmZ0A/AuoFXy+nu6eU5LnFZGKLSe/kJe/XMFzU9LZkVvABV0T+P3AtrSoFx/u0kQqlZKcS5te7Odpd88qyQObWRSBToQDgSxghpmNd/cFxTYbAWxx9zZmNozAoERDzSwaeAP4pbvPMbP6QH6JX5WIVEgFhUW8MzuLxz9fytrtOQxo34g/6l5/kZApyeWAE47ysXsB6e6+HMDMxgCDgeIhYDBwT/D3ccDTFri35wzgR3efE6xh01HWICIVgLvz+YJ1PDxhMenrd9K1RR1GDuvKia3qh7s0kUqtJJcDxh+geRswE/jXIU7RJwCZxZazgN4H28bdC8xsG1CfwNDEbmYTgIbAGHd/+AC1XQdcB9CypQYvFKmIZq7YzD8+WcSslVto1bA6z1/RgzM7Nda9/iJloCSXAzIIHIjfDC4PBXYQOFC/CISig2A00BfoCewGJpnZLHefVHwjd38BeAEgJSXFQ1CHiITI0nU7eOjTxUxcuI5GNWN54ILOXJLSnOgo3e4nUlZKEgJOcveexZY/MLMZ7t7TzOYfYr9soEWx5ebBtgNtkxXsB1CbQAfBLCDN3TcCmNnHQHdgEiJSoa3dlsPjny9h7KxMqsdEc+sZbbmmbxLxMbrdT6SsleT/uhpm1tLdVwGYWUugRnBd3iH2mwEkm1kSgYP9MOCy/bYZD1wFfE1gNMLJ7r73MsBtZhYffI5TgMdL+JpEpBzanpPP81OWMfrLDAqLnKtOSuSmAcnUqx4T7tJEIlZJQsAtwHQzWwYYkATcYGbVgVcPtlPwGv+NwAQCtwiOdvf5ZnYfMNPdxwOjgNfNLB3YTCAo4O5bzOwxAkHCgY/d/aOjfpUiUvqmj4SE7pCU+lNbRhpkz4a+N+9ryi0o5I1vVvH05KVs2Z3P4K7NuPWMdrrdT6QcMPdDX0oP9taPAdoHmxYD7u65Ia7tiKSkpPjMmTPDXYZI5MhIg7HDYcgrgSCw3/Le2f0e+WwxmZv3cHKb+tx5VgeOT6gd3rpFKpFgf7mUo92/JGcCRrn7NcCc4BNWJ3Aa/7SjfVIRqQSSUgMH/LHDIWUEzBy1LwB8lb6RBz5ZyLzs7XRoWotXr+lManID9fgXKWdKEgKyzexZd7/BzOoCHxG4K0BEIl1SaiAApD0MqbexqFpXHnz5O6Ys3kCz2nE8OqQLF3RL0Ox+IuVUSQYL+quZPWxmzxMY3vdBd38n9KWJSLmXkQYzR7Gj9++xL//FvROrMj+mC386uz1X9kkkrmpUuCsUkUM4aAgwswuLLX4L/BX4jsAgPhe6+7uhLk5EyrGMNIreHs7bifdx95f16UUNXop/Cr/oZWp0aB3u6kSkBA51JuDc/Za/B6oG2x1QCBCJUHkFRfz41UReyL2Jz76vy+CuTbj1jFOovq1X4O4ABoS7RBEpgUOFgM+BCRq3X0T2cnc+mbeWhz9dxIpNvenTqj4fnN2Bzs2DPf7rpf78lkERKdcOFQJaAGPNrCqBkfo+Ab7zw91TKCKV0qyVm7n/o4XMXrWV5EY1GD08hVPbNVKPf5EK7KAhwN0fAh4ys5rA6cA1wPNmthD4lMBZgnVlU6aIhMuKjbt46NNFfDJvLQ1rxvKPCzszpIfG+BepDEpyd8AO4L3gD2bWETgLeA04M6TViUjYbN6Vx5OTlvLGNyuJia7Czacn86t+rageqzH+RSqLQ90d0P0Q+33h7o+GoB4RCbOc/EJe/WoFT3+Rzq7cAob2bMnvT0+mUa24cJcmIqXsUJH+UAd5R91/RSqVvcP8PvzpYrK37uHUdg258+wOtG1cM9yliUiIHKpPwKllWYiIhM+3yzfxwMcLmZO1jY5Na/HwxSdwcpsG4S5LRELssBf3gncH/AbYe9/PFOBf7p4fwrpEpAws37CTBz9ZxGcL1tGkVhyPDOnChRrmVyRilKSHz3MEBgl6Nrj8y2DbtaEqSkRCq3inv9joKtwysC3X9mtFtRgN8ysSSUoSAnq6e5diy5PNbE6oChKR0MktCHT6e2pyoNPfsF4t+f3pbWlYMzbcpYlIGJQkBBSaWWt3XwZgZq2AwtCWJSKlyd35aO4aHvp0EZmb1elPRAJKEgL+CHxhZssBA44Drg5pVSJSamat3ML9Hy1g9qqttG9Sk9dH9KJfcsNwlyUi5UBJBguaZGbJQLtg02J3zw1tWSJyrDI37+ahTxfx4Y9raFgzlocu6szFPVoQpU5/IhJUkrsDogiMDJgY3P50M8PdHwtxbSJyFLbn5PPsF8sY/WUGVQz+b0Abfn1Ka430JyL/oyR/FT4AcoC5QFFoyxGRo1VQWMSYGZk8/vkSNu3K48LuCfzxzHY0rV0t3KWJSDlVkhDQ3N1PCHklInLUpi7ZwP0fLWDJup30SqrHK+d0/Gl6XxGRgyhJCPjEzM5w989CXo2IHJGl63bw948WMnXJBo6rH8/zV3TnzE5NNL2viJRISULAN8B7ZlYFyCdwh4C7e62QViYSSaZgBdKhAAActElEQVSPhITukJT6U1tGGmTPhr43/8/mm3bmMnLiUv7z3SriY6L4yzkduLJPIjHRmt5XREquJCHgMaAPMNfdPcT1iESmhO4wdjgMeSUQBDLSfloupvhgP7vzCrm8d0tuPr0t9arHhKFoEanoShICMoF5CgAiIZSUGjjgjx0OKSNg5qifAgGBwX4mzF/LPz5ZxMpNuzm1XUP+fE4H2jTSYD8icvRKEgKWA1PM7BNg3/gAukVQpJQlpQYCQNrDkHrbvgAwL3sbf/twAd9mbKZt4xq8dk0vUttqsB8ROXYlCQEZwZ+Y4I+IhEJGWuAMQOptMHMUWxr35sGFjXh7ViZ142P42/nHc2nPFkRH6bq/iJSOkowYeG9ZFCIS0Yr1AchpfjKfbmtF6tvDyS78Hdf2PYcbByRTu1rVcFcpIpXMQUOAmb0IPOnucw+wrjowFMh193+HsD6RyJA9G7/4ZT7ZmcwDj00la0stbky6myeTtlDvjI7hrk5EKqlDnQl4BvirmXUG5gEbgDggGagFjAYUAERKwbykq7nvwwV8lzGb9k1q8p9re3NSmwbhLktEKrmDhgB3/wG4xMxqAClAU2APsNDdF5dRfSKV2vodOTwyYTFjZ2VRLz6GBy7ozNCemuRHRMpGSfoE7ASmhL4UkciRW1DI6OkreOaLdHILCrm2bxI3nZZMrThd9xeRsqNpxUTKUOB+/3U88PFCVm3ezekdGvPnczqQ1KB6uEsTkQikECBSRhat3c59Hyzgq2WbaNu4Bq+P6EW/ZN3vLyLhc6i7A+4EPnX378uwHpFKZ/OuPB77fDH/+XYVtapV5b7BnbisV0vd7y8iYXeoMwHLgd+ZWRdgDvAJ8Jm7bymTykQquPzCIt74ZiWPf76EXXmFXNknkZtPT6ZOvMbcEpHy4VB3B7wFvAVgZt2AQcC7ZhYFTCRwluC7MqlSpIJJW7KB+z5cQPr6nfRLbsBdv+hIcmON8y8i5UuJ+gQELwl8D/zDzGoBA4FrAYUAkWIyNu7i/o8WMHHhehLrx/PSlSmc1qERZrrlT0TKnyPuGOju24F3gj8iAuzIyefpL9IZPT2D2Ogo7jyrPcNPTiQ2OircpYmIHFRI7w4ws0HAE0AU8JK7P7jf+ljgNaAHsAkY6u4riq1vCSwA7nH3R0JZq8jRKCpy3pmdxcMTFrNhRy5DejTnj4Pa0ahmXLhLExE5rJCFgGDfgWcIXDrIAmaY2Xh3X1BssxHAFndvY2bDgIcIzEmw12MEOiSKlDvfr9rCPR8sYE7mVrq1rMNLV6bQpUWdcJclIlJihw0BZlbV3fP3a2vg7hsPs2svIN3dlwf3GQMMJvDNfq/BwD3B38cBT5uZubub2fkEpjDeVaJXIlJG1m/P4cFPF/Hu7Gwa1YzlsUu6cH7XBKpoqF8RqWAONU7AqcDrQJyZzQauK3aq/jOg+2EeOwHILLacBfQ+2DbuXmBm24D6ZpYD3E7gLMKtJXspIqGVW1DIy1+u4KlJS8kvdH7TvzW/PbUNNWI15paIVEyH+uv1MHCmu883s4uBz83sl+7+DRDqrzz3AI+7+85D9ao2s+uA6wBatmwZ4pIkkn2xaD33fbiAjI27OL1DI/5yTkcSNdSviFRwhwoBMe4+H8Ddx5nZQgLjBNwOeAkeOxtoUWy5ebDtQNtkmVk0UJtAB8HewMVm9jBQBygysxx3f7r4zu7+AvACQEpKSklqEjkiKzbu4r4PFzB50XpaNazOK1f3pH+7RuEuS0SkVBwqBOSbWRN3XwsQPCNwGvAh0LoEjz0DSDazJAIH+2HAZfttMx64CvgauBiY7O4O9Nu7gZndA+zcPwCIhNKu3AKe/iKdUdMyiImuwp/P7sBVJyUSE62hfkWk8jhUCLgDaAys3dvg7llm1h/47eEeOHiN/0ZgAoFbBEcHg8R9wEx3Hw+MAl43s3RgM4GgIBI27s74Oat54OOFrNuey0Xdm3P7oHY0qqVb/kSk8rHAF+9DbGAWB7QJLqa7e07IqzoKKSkpPnPmzHCXIRXY/NXbuGf8fGas2MIJzWtzz3md6N6ybrjLEhE5KDOb5e4pR7v/oe4OiAYeAK4BVhLoDNjCzF4G/rz/bYMiFdWWXXk8Gpzlr258DA9d1JkhPVrolj8RqfQOdTngn0BNIMnddwAE5w14JPjzu9CXJ3IUpo+EhO6QlPpTW0YaZM+Gvjfvayosct78bhWPfLaYHTkFXNknkd8PbEvtalXDULSISNk7VAj4BdDWi10vcPftZvYbYBEKAVJeJXSHscNhyCuBIJCR9tNy0MwVm7l7/Hzmr97Oia3qce95x9OuiWb5E5HIcqgQ4H6ADgPuXmhmuh1Pyq+k1MABf+xwSBkBM0ftCwTrt+fw4CeLePf7bJrWjuOpS7vxixOaapY/EYlIhwoBC8zsSnd/rXijmV1B4EyASPmVlBoIAGkPQ+pt5Lfsy6vTljNy4lLyCoq4ITjaX3WN9iciEexQfwF/S2BwoGuAWcG2FKAacEGoCxM5JhlpgTMAqbeR/+1L3DmzFuM2t6J/u4bcfW4nkjTan4jIwUOAu2cDvc1sANAp2Pyxu08qk8pEjlawD8DGs/7F3XPrs3lHVZ6LeZhLBz1N91N66tS/iEjQYc+FuvtkYHIZ1CJSKgoyZ/Fh8v3c+XYhRb6O3ww4n/jjetFj3Q+gACAiso8uiEqlMnXJBu79rhvLN+7ijI4N+OsvOtKiXjzQFpL7h7s8EZFyRSFAKoXsrXv42wcL+HT+WpIaaKIfEZGSUAiQCi23oJCXpmXw1OSlAPzxzHZc2y+J2OioMFcmIlL+KQRIhTV1yQbuGT+fjI27OOv4JvzlFx1JqFMt3GWJiFQYCgFS4ex/6v+1a3qR2rZhuMsSEalwFAKkwtCpfxGR0qUQIBXCtKUbuPu/81m+cReDOjXhr+fq1L+IyLFSCJBybc22Pfz9w4V8NHcNifXj1etfRKQUKQRIuZRfWMTo6Rk8MWkphUXOLQPb8qvUVsRV1al/EZHSohAg5c43yzfx1/fnsXT9Tk7v0Ji7z9074I+IiJQmhQApN9bvyOEfHy/ive+zaV63Gi9dmcLpHRuHuywRkUpLIUDCrrDIeeOblTwyYTG5BUXcNKANN/RvQ7UYnfoXEQklhQAJq+9XbeEv789j/urt9EtuwL3ndaJVwxrhLktEJCIoBEhYbN2dx0OfLmbMjFU0qhnLM5d15+zOTTTNr4hIGVIIkDJVVOSMm53Fg58sYtuefEacnMTNA9tSI1YfRRGRsqa/vFJmFq/dwV/en8uMFVvocVxd/n7+8XRoWivcZYmIRCyFAAm5XbkFPDFpKaOmZ1ArLpqHLzqBi3s0p0oVnfoXEQknhQAJGXdnwvx13PfBfFZvy2FYzxbcPqg9davHhLs0ERFBIUBCJHPzbu4eP5/Ji9bTvklNnrqsGz2OqxfuskREpBiFAClVeQVFvDhtOU9NXkoVM/58dgeGn5xI1agq4S5NRET2oxAgpebb5Zv48/vzSF+/k0GdmnDXuR1pppn+RETKLYUAOWabdubyj08WMW5WFs3rVmP08BQGtNdwvyIi5Z1CgBze9JGQ0B2SUn9qy0ijKGs2b8deyD8+WcSu3AJu6N+amwYka7hfEZEKQhdq5fASusPY4ZCRFljOSKPgrau4d3Ysd7w7l3aNa/Lx7/px26D2CgAiIhWIzgTI4SWlwpBXYOxw8rtdTf63L3HdnhuZn9eahy/uwJAezTXcr4hIBaQQICWTlMqKpGEkfvkIzxZcQNOuZ/Dk2R2op3v+RUQqLIUAOax123N48603+GXWa7weewk3xE6kaso1oAAgIlKhKQTIQRUWOW98s5IpE97hUR5napd/MvS8oVTNnB7oIzDklZ93FhQRkQpFIUAOaP7qbfzp3bnMydrGg41XkzdgNBd0OSOwcm8fgezZCgEiIhWYQoD8zK7cAkZOXMLoL1dQNz6GJ4Z15bwuZ/9vx7+kVAUAEZEKTiFA9pm0cB13/Xc+2Vv3cFnvltx+Zntqx1cNd1kiIhIiCgHCuu053DN+Pp/MW0vbxjUYd30fUhI12Y+ISGUX0sGCzGyQmS02s3Qzu+MA62PN7K3g+m/NLDHYPtDMZpnZ3OC/A0JZZ6QqLHJe+3oFpz06lcmL1vPHM9vx4U39FABERCJEyM4EmFkU8AwwEMgCZpjZeHdfUGyzEcAWd29jZsOAh4ChwEbgXHdfbWbHAxOAhFDVGokWrtnOne/O5YfMrfRLbsDfzz+e4+pXD3dZIiJShkJ5OaAXkO7uywHMbAwwGCgeAgYD9wR/Hwc8bWbm7t8X22Y+UM3MYt09N4T1RoQ9eYU8MWkpL05bTp1qVYMd/5ppxD8RkQgUyhCQAGQWW84Ceh9sG3cvMLNtQH0CZwL2ugiYrQBw7NKWbODP788lc/MeLklpzp/O7kCdeA34IyISqcp1x0Az60TgEsEZB1l/HXAdQMuWLcuwsopl485c/v7hAt7/YTWtGlRnzHUncmKr+uEuS0REwiyUISAbaFFsuXmw7UDbZJlZNFAb2ARgZs2B94Ar3X3ZgZ7A3V8AXgBISUnxUq2+EnB3xs7K4oGPF7Irt4D/Oy2ZG/q3Jq6qZvoTEZHQhoAZQLKZJRE42A8DLttvm/HAVcDXwMXAZHd3M6sDfATc4e5fhrDGSitj4y7+9O5cvl6+iZ6JdXnggs4kN64Z7rJERKQcCVkICF7jv5FAz/4oYLS7zzez+4CZ7j4eGAW8bmbpwGYCQQHgRqANcJeZ3RVsO8Pd14eq3soir6CIF6ct54lJS4mNrsIDF3RmWM8WVKmijn8iIvJz5l45zqKnpKT4zJkzw11GWH2/agt3vDOXxet2cHbnJtxzbica1YoLd1kiIhIiZjbL3VOOdv9y3TFQSmZnbgGPTFjMq1+voEmtOF66MoXTOzYOd1kiIlLOKQRUcJMWruOv789jzfYcrjzxOG49sx014zTev4iIHJ5CQAW1YUcu93wwn49+XEPbxjV45/KT6N6ybrjLEhGRCkQhoIJxd8bOzOL+jxeyJ6+QWwa25dentCYmOqTTQIiISCWkEFCBrNi4iz+9N5evlm2iV2I9HriwM20a1Qh3WSIiUkEpBFQABYVFvDQ9g8c/X0JMVBXuv+B4Lu3ZUrf9iYjIMVEIKOfmZW/j9nd+ZP7q7Qzs2Ji/DT6eJrV125+IiBw7hYByak9eISMnLuHFacupXyOW5y7vzqDjm2i2PxERKTUKAeXQV8s2cue7c1m5aTdDU1rwp7M7UDtet/2JiEjpUggoR7btyecfHy9kzIxMWtaL5z/X9uakNg3CXZaIiFRSCgFlbfpISOgOSak/tWWksXj2VH65qA8bd+by69RW3Hx6W6rFaLY/EREJHd1cXtYSusPY4ZCRBsCW+RPZ8cYV3DMrlvo1Yvnvb/ty59kdFABERCTkdCagrCWlwpBX8LHDWZgwhCZL/80NhTfTd+D5XJfaiqpRymUiIlI2FALCILN2CjOjB3HB0ucZV/1S7hl+Pa0batAfEREpWwoBZaioyHnt6xVMmfAOj9l45rS+jovWvoPtnA0NUw+7v4iISGlSCCgj6et3cvs7PxKTOZ1/xT1N7vkv0+WEgZBxbqCPwJBXft5ZUEREJMQUAkIsv7CIF9KW88TEpcTHRvF6lz3U7Pk6tVqdEtgg2EeA7NkKASIiUqYUAkKo+JC/Z3duwr3nHU/Dmmf874ZJqQoAIiJS5hQCQiC3oJCnJqXz3NRl1I2P4fkrujPo+KbhLktERORnFAJK2exVW7ht3I+kr9/JRd2b89dfdKBOfEy4yxIREfkfCgGlZE9eIY9+tphRX2bQtFYcr1zdk/7tGoW7LBERkYNSCCgF3yzfxO3v/MjKTbu54sSW3D6oPTXjNOGPiIiUbwoBx2BnbgEPfrKQN75ZRct68bz5qxPp07p+uMsSEREpEYWAo5S2ZAN3vjuX1dv2MKJvErec0Zb4GL2dIiJSceiodYS27cnn/o8W8PbMLFo3rM6460+ix3F1w12WiIjIEVMIOAKTFq7jT+/NZcOOXK4/pTU3n55MXFXN9iciIhWTQkAJbN2dx30fLODd77Np17gmL16ZwgnN64S7LBERkWOiEHAYn81fy5/fn8fmXXncNKANNw5oQ2y0vv2LiEjFpxBwEFt25XHPB/P57w+r6dC0Fi8P78nxCbXDXZaIiEipUQg4gE/nreUv789l6+58bj49mRv6tyEmukq4yxIRESlVCgHFbN6Vx93j5/PBnNV0bFqL167pTcdmtcJdloiISEgoBAR9Om8Nf3l/Htv25POHgW35Tf/WVI3St38REam8Ij4EFP/2f3xCLV4f0ZsOTfXtX0REKr+IDgHFv/3fMrAt1+vbv4iIRJCIDAFbduVxV/Dbf6dm+vYvIiKRKeJCwIT5a/nze/PYtidP3/5FRCSiRUwI2Lo7j3vGz+f9HwI9/18f0Uvf/kVEJKJFRAiYuGAdd743ly278rj59GR+e2obffsXEZGIV6lDwLY9+dz3wQLemZ1F+yY1NeqfiIhIMZU2BHyxeD13vPMjG3cGxvy/aUCyRv0TEREpJqRHRTMbZGaLzSzdzO44wPpYM3sruP5bM0sstu7OYPtiMzuzpM+5Iyef28f9yNUvz6BWXFXeu+EkbjmjnQKAiIjIfkJ2JsDMooBngIFAFjDDzMa7+4Jim40Atrh7GzMbBjwEDDWzjsAwoBPQDJhoZm3dvfBQz/ll+kZuG/cja7bt4fpTWnPz6cnEVdWMfyIiIgcSyq/HvYB0d1/u7nnAGGDwftsMBl4N/j4OOM3MLNg+xt1z3T0DSA8+3kGt3rqHy1/6ltjoKoz7zUnccVZ7BQAREZFDCGUISAAyiy1nBdsOuI27FwDbgPol3Bczu87MZprZzE278rjm5CQ++r9+dG9ZtxRfhoiISOVUoS+Uu/sL7p7i7imtG1bnrnM7Ui1G3/5FRERKIpQhIBtoUWy5ebDtgNuYWTRQG9hUwn1/Jj6m0t7oICIiEhKhDAEzgGQzSzKzGAId/cbvt8144Krg7xcDk93dg+3DgncPJAHJwHchrFVERCTihOzrs7sXmNmNwAQgChjt7vPN7D5gpruPB0YBr5tZOrCZQFAguN3bwAKgAPjt4e4MEBERkSNjgS/eFV9KSorPnDkz3GWIiIiUGTOb5e4pR7t/he4YKCIiIkdPIUBERCRCKQSIiIhEKIUAERGRCKUQICIiEqEUAkRERCKUQoCIiEiEqjTjBJjZDmBxuOuIAA2AjeEuopLTexx6eo9DT+9x2Wjn7jWPdufKNOD+4mMZMEFKxsxm6n0OLb3Hoaf3OPT0HpcNMzumUfJ0OUBERCRCKQSIiIhEqMoUAl4IdwERQu9z6Ok9Dj29x6Gn97hsHNP7XGk6BoqIiMiRqUxnAkREROQIVIoQYGaDzGyxmaWb2R3hrqcyMLMWZvaFmS0ws/lm9rtgez0z+9zMlgb/rRvuWis6M4sys+/N7MPgcpKZfRv8PL9lZjHhrrGiM7M6ZjbOzBaZ2UIz66PPcukys98H/1bMM7M3zSxOn+VjY2ajzWy9mc0r1nbAz60FPBl8r380s+4leY4KHwLMLAp4BjgL6AhcamYdw1tVpVAA3OLuHYETgd8G39c7gEnungxMCi7LsfkdsLDY8kPA4+7eBtgCjAhLVZXLE8Cn7t4e6ELg/dZnuZSYWQLwf0CKux8PRAHD0Gf5WL0CDNqv7WCf27OA5ODPdcBzJXmCCh8CgF5Aursvd/c8YAwwOMw1VXjuvsbdZwd/30Hgj2YCgff21eBmrwLnh6fCysHMmgPnAC8Flw0YAIwLbqL3+BiZWW0gFRgF4O557r4VfZZLWzRQzcyigXhgDfosHxN3TwM279d8sM/tYOA1D/gGqGNmTQ/3HJUhBCQAmcWWs4JtUkrMLBHoBnwLNHb3NcFVa4HGYSqrshgJ3AYUBZfrA1vdvSC4rM/zsUsCNgAvBy+7vGRm1dFnudS4ezbwCLCKwMF/GzALfZZD4WCf26M6FlaGECAhZGY1gHeAm919e/F1Hri1RLeXHCUz+wWw3t1nhbuWSi4a6A485+7dgF3sd+pfn+VjE7wuPZhA4GoGVOd/T2NLKSuNz21lCAHZQItiy82DbXKMzKwqgQDwb3d/N9i8bu8ppuC/68NVXyVwMnCema0gcBlrAIFr13WCp1RBn+fSkAVkufu3weVxBEKBPsul53Qgw903uHs+8C6Bz7c+y6XvYJ/bozoWVoYQMANIDvZCjSHQGWV8mGuq8ILXpkcBC939sWKrxgNXBX+/CvhvWddWWbj7ne7e3N0TCXxuJ7v75cAXwMXBzfQeHyN3Xwtkmlm7YNNpwAL0WS5Nq4ATzSw++Ldj73usz3LpO9jndjxwZfAugROBbcUuGxxUpRgsyMzOJnBtNQoY7e73h7mkCs/M+gLTgLn8dL36TwT6BbwNtARWApe4+/4dV+QImVl/4FZ3/4WZtSJwZqAe8D1whbvnhrO+is7MuhLofBkDLAeuJvAlSJ/lUmJm9wJDCdxZ9D1wLYFr0vosHyUzexPoT2BGxnXA3cD7HOBzGwxfTxO4DLMbuNrdDzu5UKUIASIiInLkKsPlABERETkKCgEiIiIRSiFAREQkQikEiIiIRCiFABERkQilECBSAZlZoZn9EJyxbayZxYe7ppIys6Zm9tkRbP+nUNYjEskUAkQqpj3u3jU4Y1secH3xlcEBQ8rs/+/gbJ4lNQiYcATbKwSIhIhCgEjFNw1oY2aJZrbYzF4D5gEtzOwMM/vazGYHzxjUADCzB81sQXDe8UeCbUOCZxbmmFlasG24mT2994nM7MPgwEaY2U4ze9TM5gB9zKyHmU01s1lmNuEQM5gNAj7Zv9HM3g/uO9/MrttbJ4GZ6X4ws38HX+MiM3vFzJYE2043sy+D86v3Kq03VSQSaLAgkQrIzHa6e43guOzvAJ8SOLAuB05y92/MrAGBMdzPcvddZnY7EAs8A3wFtHd3N7M67r7VzOYCg9w9u1jbcAJzxN8YfN4PgUfcfYqZOTDU3d8OzjMxFRjs7hvMbChwprtfs1/dUcAsd+96gNdULzjyWTUCw4Gf4u6b9r7W4DaJQDqBWS3nB7ebQ2Ce+vMIjJKm6WpFSij68JuISDlUzcx+CP4+jcA8D82AlcG5xAFOBDoCXwZGFCUG+JrANK85wKjgQf3D4PZfAq+Y2dsEwsPhFBIIIADtgOOBz4PPFUVgStn99SYw9PSB/J+ZXRD8vQWQDGw6wHYZ7j4XwMzmA5OCYWYukFiCukUkSCFApGLas/+36eDBd1fxJuBzd790/52Dp81PIzC5y43AAHe/3sx6A+cAs8ysB4Fx4ItfNowr9nuOuxcWe6757t7nMHWfReCsxf719CcwE10fd99tZlP2e67iio89X1RsuQj9TRM5IuoTIFJ5fQOcbGZtAMysupm1DfYLqO3uHwO/B7oE17d292/d/S5gA4Fv4yuArmZWxcxaAAe75r4YaGhmfYKPVdXMOh1gu9OAiQdorw1sCQaA9gTOYuyVH7zcICKlTKlZpJIKXpsfDrxpZrHB5r8AO4D/mlkcgW/wfwiu+6eZJQfbJhG41g6QQWBa2IXA7IM8V56ZXQw8aWa1CfxtGUnguj0AZtaQwNmDHQd4iE+B681sIYFA8U2xdS8AP5rZbODPR/AWiMhhqGOgiJQJM7sCaO7uD4a7FhEJUAgQERGJUOoTICIiEqEUAkRERCKUQoCIiEiEUggQERGJUAoBIiIiEUohQEREJEIpBIiIiESo/wdxrUH5Zuj88gAAAABJRU5ErkJggg==", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "pressure_range = np.linspace(0.01, 100, 100)\n", + "o2 = []\n", + "for p in pressure_range:\n", + " sol = pp.add_solution({'temp':27})\n", + " gas = pp.add_gas({'O2(g)':p}, pressure=p, fixed_pressure=True)\n", + " sol.interact(gas)\n", + " o2.append(sol.total('O2', 'mol'))\n", + " sol.forget();gas.forget()\n", + "\n", + "plt.figure(figsize=[8,5])\n", + "plt.plot(pressure_range, o2)\n", + "pd.read_csv('gas_data/O2_27.dat', sep='\\t', index_col=0).plot(style='x', ax=plt.gca())\n", + "plt.title('Oxygen')\n", + "plt.xlabel('Pressure / atm')\n", + "plt.ylabel('O2 / (mol/kgw)')\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Nitrogen" + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "pressure_range = np.linspace(0.01, 1000, 100)\n", + "n2 = []\n", + "for p in pressure_range:\n", + " sol = pp.add_solution({'temp':25})\n", + " gas = pp.add_gas({'N2(g)':p}, pressure=p, fixed_pressure=True)\n", + " sol.interact(gas)\n", + " n2.append(sol.total_element('N', 'mol')/2)\n", + " sol.forget();gas.forget()\n", + "\n", + "plt.figure(figsize=[8,5])\n", + "plt.plot(pressure_range, n2)\n", + "pd.read_csv('gas_data/n2_25C.dat', sep='\\t', index_col=0).plot(style='x', ax=plt.gca())\n", + "plt.title('Nitrogen')\n", + "plt.xlabel('Pressure / atm')\n", + "plt.ylabel('N2 / (mol/kgw)')\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Methane" + ] + }, + { + "cell_type": "code", + "execution_count": 102, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=[8,5])\n", + "colors = ['C0', 'C1', 'C2']\n", + "\n", + "for temp in [25,50,100]:\n", + " \n", + " pressure_range = np.linspace(0.01, 1000, 100)\n", + " ch4 = []\n", + " \n", + " for p in pressure_range:\n", + " sol = pp.add_solution({'temp':temp})\n", + " gas = pp.add_gas({'CH4(g)':p}, pressure=p, fixed_pressure=True)\n", + " sol.interact(gas)\n", + " ch4.append(sol.total('CH4', 'mol'))\n", + " sol.forget();gas.forget()\n", + "\n", + "\n", + " plt.plot(pressure_range, ch4)\n", + " data = pd.read_csv('gas_data/ch4_{}c.dat'.format(temp), sep='\\t', index_col=0)\n", + " plt.plot(data, 'x', color=colors.pop(0), label='{}C'.format(temp))\n", + " \n", + "plt.title('Methane')\n", + "plt.xlabel('Pressure / atm')\n", + "plt.ylabel('CH4 / (mol/kgw)')\n", + "plt.legend()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## CO2 in 4M NaCl solution" + ] + }, + { + "cell_type": "code", + "execution_count": 140, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Use the Pitzer database for this calculation\n", + "pitzer = phreeqpython.PhreeqPython(database='pitzer.dat')\n", + "\n", + "plt.figure(figsize=[8,5])\n", + "colors = ['C0', 'C1', 'C2']\n", + "index = 0\n", + "for temp in [80,120,160]:\n", + " \n", + " pressure_range = np.linspace(0.01, 100, 100)\n", + " ch4 = []\n", + " \n", + " for p in pressure_range:\n", + " sol = pitzer.add_solution({'temp':temp})\n", + " sol.add('NaCl', 4 , 'mol')\n", + " gas = pitzer.add_gas({'CO2(g)':p}, pressure=p, fixed_pressure=True)\n", + " sol.interact(gas)\n", + " ch4.append(sol.total_element('C', units='mol'))\n", + " sol.forget();gas.forget()\n", + "\n", + " plt.plot(pressure_range*1.013, ch4)\n", + " data = pd.read_csv('gas_data/co2_4m_NaCl.dat', sep='\\t', index_col=0)\n", + " plt.plot(data.iloc[:,index], 'x', color=colors.pop(0))\n", + " index+=1\n", + " \n", + "plt.title('CO2')\n", + "plt.xlabel('Pressure / bar')\n", + "plt.ylabel('CO2 Solubility in 4 M NaCl / (mol/kgw)')\n", + "plt.legend()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.6.2" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/docs/notebooks/2. Calcite Dissolution.ipynb b/docs/notebooks/2. Calcite Dissolution.ipynb new file mode 100644 index 0000000..670713b --- /dev/null +++ b/docs/notebooks/2. Calcite Dissolution.ipynb @@ -0,0 +1,139 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Calcite dissolution as a function of CO2 pressure\n", + "\n", + "http://hydrochemistry.eu/exmpls/calcite.html" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Populating the interactive namespace from numpy and matplotlib\n" + ] + } + ], + "source": [ + "%pylab inline\n", + "import phreeqpython\n", + "pp = phreeqpython.PhreeqPython(database='phreeqc.dat')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## PhreeqPython Calculation" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "# add solutions\n", + "solution0 = pp.add_solution({}) # empty solution\n", + "solution1 = pp.add_solution({}).equalize(['Calcite', 'CO2(g)'], [0, -1.7])\n", + "solution2 = pp.add_solution({}).equalize(['Calcite', 'CO2(g)'], [0, -3.5])\n", + "# create a mixture of solution 1 and 2\n", + "solution3 = solution1*0.5 + solution2*0.5\n", + "\n", + "x = []\n", + "y = []\n", + "\n", + "for i in range(30):\n", + " solution0.add('CO2', 3.5/30)\n", + " solution0.saturate('Calcite') \n", + " x.append(solution0.sr('CO2(g)')*100)\n", + " y.append(solution0.total_element('Ca'))" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "collapsed": true + }, + "source": [ + "## Plotting the results" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5,1,'Calcite Equilibrium')" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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614bFxzuHEP/2N4iM9GqFjqz6ZPUnDP5qMBWLVeS7Pt9R48oaPt+HiK8pzESC\nzezZubLZhKQEnljwBB/FfUTL61oyuctkSlxWIlf2JeJrCjORQHL8OIwe7ffdHjx9kK7TurJ091Ke\nbfws/7zzn4TlC/N7HSLZpTATCQS7dsF778GYMXD6tF93vfK3lXSa2oljZ48xuctketbo6df9i/iC\npiaJuGnVKm589VVnFuL770PHjs4MRT+ZsHYCt4+7nfCwcJYPWK4gk6ClMBPxt+Rk+OorZwJHvXqU\n/OknePJJ2LHDuaNznTrpXwPmxbVh3khMSuTxrx+n35f9aHx1Y1YOXEmtsrV8sm0RN+gwo4i/nDsH\nkybB8OHOjTArVIC332Z5tWrc3q7dpW2zeW2YNw7HH6b79O7E7ozlydue5K273iJ/Pv0pkOCm32AR\nX0nv2rDSpZ2p9CNHOu/Xru2MwLp3h/BwkmJj/Vbimv1riJoaxaH4Q3zW6TPuvflev+1bJDcpzER8\nJb1rww4fhpdecu4d9tRTuXZ9WGa+WP8FD8x5gFKFSrH0/qXULV/X7zWI5BaFmYg/rF8PNdy5+PhC\n8gX+sfAfDF8+nDuuuYNp3aZxZWHv7yYtEgwUZiK+kNlNbl0KsqNnjtJzRk8Wbl/Io/UfZcTdIwgP\nC3elFpHcpNmMIjlhLcybB40auV3JX6w7uI76Y+qzZNcSxnYYywdtPlCQSchSmIlkR1KScxPMOnWg\nfXvYH1i375u2cRoNP23I+aTzLOm3hPvr6K5MEtoUZiJZkZgIEybATTc5sxHPnYPx4+F//8v1a8O8\nkZScxHMLn6P79O7ULlubVYNWcWuFW/22fxG36JyZiDcuhtabb8LOnVCrFkydCl26QJhnDcNcvDbM\nG7+f/Z3eM3uzYNsCHqz7IO+3fp8CYQVcrUnEXxRmIhmJj4ePP4a333YOJd56q3NTzLZtXZlen56N\nhzYSNTWKXcd38XG7jxlUd5DbJYn4lcJMJL2LnYsUgYgI50aYkZHw2Wdw550BFWIAszbP4r7Z91Gk\nQBFi+8XSqGLgTUYRyW06ZyaS3sXOp09DgwawbBl8/z00bx5QQZZskxkSM4TO0Z2pXro6cQPjFGSS\nZ2lkJpKRr75yu4I0nTh3gntn3cu8rfPoX7s/H7b9kIj8EW6XJeIahZnkbUePul1Blv1y5Bc6TunI\nr7//ysjWIxlcfzAmgEaMIm7QYUbJm06cgJdfhmuvdbuSLJn7y1wafNKAY2ePsei+RTzS4BEFmQgK\nM8lrTp+Gf/3LCbFhw6BlS7cr8kqyTebVxa/SYUoHqpSowqpBq7jjmjvcLkskYCjMJG84exbeeQcq\nV4bnn3eWn1q1CqZPD4iLnTPW7+HWAAAgAElEQVRy6vwpukZ3ZUjsEPrc3Icf7v+BisUqul2WSEDR\nOTMJbQkJ8Omn8NprsG+fMyPx1VehYcM/27h8sXNGth3bRscpHfnlyC+8e/e7/O3Wv+mwokgaFGYS\nmi5ccK4Le+UVZ8WOxo2duzw3a+Z2ZV5bsG0BvWb0IsyE8c2939C8cnO3SxIJWAozCV7pXexcrBhc\neaWzXmLduvDRR3D33QF1jVhGrLW8uexNnl/0PDeXuZnZPWdTqXglt8sSCWgKMwle6V3sfOIEXH01\nzJ4NHToETYgBxCfE039Of6I3RtOzRk8+7fAphcILuV2WSMBTmEloWrsW8gXX/Kbtv2+n09RObDi0\ngbdavMVTjZ7S+TERLynMJDQFWZAt3L6QHtN7YK3l63u+puV1wXHJgEigCK7/40UAfvsN+vd3uwqf\nsNYSvSeauz+/m/JFy7Ny4EoFmUg2aGQmwePUKXjrLRg+3LnTc5A7k3iGgXMH8sX2L+hyYxfGR42n\nSIEibpclEpQ0MpPAd+ECjBoF11/vXC/WsSNs2RLwFztnZNfxXTQZ24TJ6yczoNIApnWbpiATyQGN\nzCRwWeusWv/000543X47zJ3r3JYFAvpi54zE7oyl27RuJCYlMrfXXArvK6yJHiI5pJGZBKZVq5wb\nYbZvD8nJzjT7xYv/DLIgZK3lg58/oMXEFpQuVJoVA1fQtmpbt8sSCQkamYk7PBc8N0v9eqlSzgXO\nkyY533/4IQwcCOHhLhTpO+cunOOheQ8x4b8T6FitIxM7TeTygpe7XZZIyFCYiTvSu+D5yBGYMQOe\new6efdZZzSPI7T25l85TO7Ny30pebvoyLzV9iXxGB0VEfElhJoFn61aoGBqrwi/dvZQu0V04k3iG\n2T1m0/GGjm6XJBKS9M9DCTwhEGTWWkbFjSJyQiTFChbj5wd+VpCJ5CKNzMT/fvvN7Qpy1fkL53ns\n68cYs3oMbaq0YVLnSRSPKO52WSIhTSMz8Z+EBOei52rV3K4k1+w7tY/ICZGMWT2GF25/gTk95yjI\nRPxAIzPxj0WL4NFHnevF2reH5cudyR6pBcEFz+n5ae9PdJ7amZPnTzKt2zS6Vu/qdkkieYZGZpK7\n9uyB7t2hRQtnZDZvHsyZA4cPg7XExsQ4F0dffATphdCfrP6EpuObcln4ZSwfsFxBJuJnCjPJHQkJ\n8MYbcMMNzqodr7wCGzdC29C6SDghKYFHvnqEgXMH0qxSM1YOXEnNMjXdLkskz9FhRvG9b7+Fxx5z\npthHRcE770ClSm5X5XMHTx+k67SuLN29lGcaPcPrzV8nLF+Y22WJ5EkKM8k+zyoeabr+evj6a2jV\nyr81+cnK31bSaWonjp09xuQuk+lZo6fbJYnkaQozyb70ggxgwwYoWNB/tfjRxP9OZNDcQZQtUpYf\nB/xI7bK13S5JJM/TOTPJHSEYZIlJiTyx4An6zu5L46sbEzcoTkEmEiA0MpPsOXHC7Qr86nD8YXpM\n70HMzhievO1J3rrrLfLn0/8+IoFCIzPJurlzoXp1t6vwmzX711BvTD1+3PMjE6MmMuLuEQoykQCj\nMBPvHT4MvXtDhw5QooTb1fjFF+u/oPHYxiTbZJb2X0qfWn3cLklE0qAwk8xZC5MnO6Ox6dNh2DDn\n5pnprdYRxKt4XHQh+QJPffsU98y8h/pX1WfVoFXUK1/P7bJEJB06ViIZ27sXHn7YWbmjQQP49FOo\nUcN5L0hX68jM0TNH6TmjJwu3L+TR+o8y4u4RhIcF981BRUKdwkzSZi2MGQNPPw2JiTB8ODz+OISF\n9kXB6w6uI2pKFL+d+o1PO3xK/zr93S5JRLyQ6WFGY8xYY8whY8yGdN5vZow5YYxZ63kM8X2Z4le/\n/grNm8ODD0LdurB+Pfz97yEfZNM2TqPhpw05n3SeJf2WKMhEgog3I7PxwEhgYgZtfrDWtvNJReI/\nGa3gcfnlMHo0PPAAGOPfuvwsKTmJl2Je4l9L/0Wjio2Y0X0GZYuUdbssEcmCTMPMWrvEGFMp90sR\nv8toBY+NG6FCBf/V4pLfz/7OPTPv4ettXzPolkF80OYDCoQVcLssEckiX50za2iM+S+wD3jKWrvR\nR9sVt+SBINt4aCNRU6PYdXwXo9qO4sF6D7pdkohkk7HWZt7IGZnNs9bWSOO9y4Fka+1pY0wb4D1r\nbZV0tjMIGARQunTputHR0TkoPfidPn2aIkWKuLb/ZpGR6b4XGxPjlxrc6oOlR5by+pbXicgXwbCb\nhlGzmHu3bXH79yBQqB/UBwCRkZGrrLVZvw7GWpvpA6gEbPCy7U6gVGbtqlatavO6mJgY93Y+bVrK\nW2L+9eEn/u6DpOQkO+T7IZaXsQ3GNLB7T+z16/7T4urvQQBRP6gPrLUWiLNeZE3qR44PMxpjygIH\nrbXWGNMAZ4bk0ZxuV3LJ6dPwt7/BuHFuV+J3J8+f5N6Z9zJ361zur30//2n7HyLyR7hdloj4QKZh\nZoyZDDQDShlj9gJDgXAAa+0ooCvwsDHmAnAW6OlJVwk0K1bAPfc4U+9feAE++STtSSAhsIJHar8c\n+YWoqVFsO7aNka1HMrj+YEyIz9IUyUu8mc3YK5P3R+JM3ZdAlZQEb7wBQ4dC+fIQGwt33AGvveZ2\nZX4xb+s87pl5DwXDCrKwz0KaVmrqdkki4mNamzHU7doFkZHw4ovQtSusW+cEWR6QbJN5bclrdJjc\ngetLXE/coDgFmUiI0nJWoWzKFHjoIUhOhokT4d57Q/4C6ItOnT9Fvy/7MXPzTO69+V5GtxvNZeGX\nuV2WiOQShVkoyGglj9tug0mToHJl/9bkom3HthE1JYotR7bwzt3v8Pitj+v8mEiIU5iFgoxW8vjh\nB8ifd/4zL9i2gF4zehFmwvjm3m9oXrm52yWJiB/onFmoyyNBZq3lzaVv0mZSG64pdg0rB65UkInk\nIXnjL52EtPiEePrP6U/0xmh63NSDTzt8SuEChd0uS0T8SGEW7DZvdrsCV+34fQdRU6PYcGgDb7Z4\nk6cbPa3zYyJ5kMIsmM2YAf36uV2FaxZuX0iP6T1ItsnM7z2fu6+/2+2SRMQlOmcWjC5cgGeeca4b\nq1EDSpdOu10IruQBzvmxEctHcPfnd1OuSDlWDlypIBPJ4zQyCzaHD0PPnvD99841ZO++CwULul2V\n35xNPMvAuQOZtH4SnW/szISoCRQpkLdXGRcRhVlwWbkSunSBQ4dg7Fi4/363K/Kr3Sd202lqJ9bs\nX8Nrka/x/O3P6/yYiAAKs+DxySfwyCNQrhwsWwZ167pdkV/F7oyl27RuJCQlMLfXXNpWbet2SSIS\nQBRmgSaj1TxatIDJk6FUKf/W5CJrLSNXjOTJb56kSskqzO4xm2qlqrldlogEGIVZoMloNY8FCyAs\nzH+1uOzchXM8/NXDjF87ng7VOvBZp8+4vODlbpclIgFIYRZM8lCQ7T25l85TO7Ny30qGNh3KkKZD\nyGc0+VZE0qYwk4CzdPdSukZ3JT4xnlk9ZhF1Q5TbJYlIgNM/dQNJHrpB9/790LQpHDtW4JLXR8WN\nInJCJJcXvJyfH/hZQSYiXtHILFBcuACDB7tdhd+8+iosXQpXXHENnTvD+Qvneezrxxizegytr2/N\nF12+oHhEcbfLFJEgoTALBKdPQ48eMH8+FC4M8fF/bRNCq3ns3w/jxjn3DF2woCz/3XaQhxd3Yvne\n5Tzf5HleiXyFsHx55/ygiOScwsxtBw5A27awdi2MGgUPPuh2Rbnu1VedIAO4kGRp1PdrTNt1TOs2\nja7Vu7pbnIgEJYWZiwrt2uUsFHz4MMyZ44RaiLs4KktIcJ4nXcjP2ZU9WDTqViKr3+hucSIStDQB\nxC1LllDnscfg7FlYvDhPBBlcHJVdOtEl3EQwfZSCTESyT2HmhilT4K67SCxeHH76CerVc7siv1my\nLJGEhEvXU0xIMPz4o0sFiUhIUJjltrJlwZhLH716gbWsHjkSrr3W7Qr9Jm5fHCf6Veay1wrxxbrJ\nWAsxMbFYC2vWuF2diAQzhVluS295qsRELlyed5ZmmvjfiTQZ24QwE8aPA36kV81ebpckIiFEYSa5\nKjEpkScWPEHf2X1pVLERcYPiqF22tttliUiI0WxGyTWH4w/TY3oPYnbG8MStT/Dvlv8mfz79yomI\n7+kvS246d87tClyzZv8aOk3txIHTB5gYNZE+tfq4XZKIhDCFWW45dw6i8ua6gpPXT2bAnAGULFSS\npf2XUq983pmtKSLu0Dmz3HD2LHToAN9+C+lN8gih5akuupB8gae/fZreM3tTr3w94gbGKchExC8U\nZr525owTZAsXwqefwokTzmr4qR8HDrhdqU8dO3uMNpPa8Pbyt3mk/iMsvG8hZYqEXmCLSGDSYUZf\nOnMG2reHmBhnzaa+fd2uyC/WH1xP1NQo9p7cyyftP2HALQPcLklE8hiFma/Ex0O7drBkCUycCPfe\n63ZFfjF903T6zu5L8YjiLO63mNsq3OZ2SSKSB+kwoy+cPg1t2jhB9tlneSLIkpKTeH7R83Sb1o1a\nZWoRNzBOQSYirtHILDvKlk17ZY9ixaB3b//X42fHzx2n94zefL3tawbeMpAPWn9AwfwF3S5LRPIw\nhVl2pLdE1YkT/q3DBZsObyJqShQ7j+9kVNtRPFgv9O+/JiKBT2EmXpu9ZTZ9ZvWhcHhhvu/7PU2u\nbuJ2SSIigM6ZiReSbTJDY4bSaWonqpeuTtygOAWZiAQUjcyyytrM24SQk+dP0mdWH+b8Mod+tfvx\nUduPiMgf4XZZIiKXUJhl1RtvuF2B3/xy5Beipkbxv6P/44PWH/BI/UcwxmT+QRERP1OYZcVnn8Hz\nz0NERNqLCIfQElVfbf2K3jN7UyCsAIvuW0TTSk3dLklEJF06Z+atRYugf3+4886QXqIq2Sbz2pLX\naD+5PdddcR2rBq1SkIlIwNPIzBvr1kHnznDjjTBzJhQo4HZFueLU+VP0+7IfMzfP5N6b72V0u9Fc\nFn6Z22WJiGRKYZaZPXuc1T2KFoX5850Lo0PQtmPbiJoSxeYjmxnRcgRP3PaEzo+JSNBQmGXk+HFo\n3RpOnYKlS6FCBbcryhXfbPuGnjN6ks/k45t7v6FF5RZulyQikiU6Z5ZS2bJgzJ+PK66AjRshLAxq\n1nS7Op+z1vLm0jdp80Ubri52NXED4xRkIhKUNDJLKb1lqn7/3b91+EF8Qjz95/QnemM03W/qztgO\nYylcoLDbZYmIZIvCLA/a8fsOoqZGsf7get5o/gbPNH5G58dEJKgpzPKYRdsX0X16d5JtMvPvmU+r\n61u5XZKISI7pnFkeYa3lneXv0PLzlpQrUo6VA1cqyEQkZGhkdtGZM25XkGvOJp5l4NyBTFo/ic43\ndmZ8x/EULVjU7bJERHxGYXbRI4+k/14QL1O1+8RuOk3txJr9a3gt8jWeu/058hkNyEUktOivGsC4\ncTB+PAwZElLLVC3euZh6o+ux7dg25vSawwt3vKAgE5GQpL9s69bB4MHOmotDhrhdjU9Yaxm5YiTN\nJzanxGUlWPHACtpVbed2WSIiuSZvH2Y8dQq6dYPixeGLL5yLo4PcuQvnGPzVYMatHUf7qu35rNNn\nFIsIzSW4REQuynRkZowZa4w5ZIzZkM77xhjzvjFmmzFmnTHmFt+XmQushUGDYNs2mDIlqM+LXbT3\n5F6ajm/KuLXjGNp0KLN7zlaQiUie4M3IbDwwEpiYzvutgSqex63AR56vgW3UKCfEXn8dmgb/LU6W\n7V5Gl+guxCfGM6vHLKJuiHK7JBERv8l0ZGatXQIcy6BJR2CidfwEFDfGlPNVgT6Tet3FwYOd1997\nz926fODjuI+JnBBJ0YJF+fmBnxVkIpLn+OKc2VXAnhTP93pe25+6oTFmEDAIoHTp0sTGxvpg995p\nlt66iwcP+rWOlE6fPp2jfSckJ/DBtg+Yt38et5a4lRdvfJFDGw9xiEO+KzKX5bQPQoH6wKF+UB/k\nhF8ngFhrRwOjAapVq2abNWvmz92ny606YmNjs73v/af203VaV37c/yPPNXmOVyNfJSxf8E1gyUkf\nhAr1gUP9oD7ICV+E2W9AxRTPK3hek1zy096f6BLdhePnjhPdNZpuN3VzuyQREVf54jqzOcB9nlmN\ntwEnrLV/OcQovjF2zViajm9KwbCCLB+wXEEmIoIXIzNjzGSgGVDKGLMXGAqEA1hrRwHzgTbANuAM\ncH9uFZuXJSYl8uQ3T/Lhyg+5q/JdTOk6hRKXlXC7LBGRgJBpmFlre2XyvgUyWNgwAHzzTfrvBcH1\nZYfiD9E1uis/7P6Bpxo+xb9a/Iv8+fL29e4iIimF/l/E+Hh46CGoVg3WroWICLcrypK4fXF0mtqJ\no2eO8kXnL+hVM8N/W4iI5EmhH2ZDhsDOnbBkSdAF2cT/TmTQ3EGUKVKGZf2XUadcHbdLEhEJSKG9\n0HBcHLz7Ljz4INx+u9vVeO1C8gWeXPAkfWf3pVHFRsQNjFOQiYhkIHRHZomJMHCgc07szTfdrsZr\nR84cocf0Hny/43sev/Vx/n3XvwkPC3e7LBGRgBa6YTZihHOObMYMKBYci+2uPbCWqClRHDh9gAlR\nE7iv1n1ulyQiEhRCJ8zKloW0lqwaPBg6d/Z/PVk0ef1kBswZQMlCJVnafyn1ytdzuyQRkaAROufM\nMlh7MZAlJSfxzHfP0Htmb+qWr0vcwDgFmYhIFoXOyCwInUw8SetJrflu+3cMrjeYd1q9Q4GwAm6X\nJSISdBRmLll/cD0Pr36YI4lHGNN+DA/c8oDbJYmIBC2FmQumb5pOv9n9iDARLO63mNsq3OZ2SSIi\nQS10zpkFgaTkJF5Y9ALdpnXj5jI38/EtHyvIRER8IHTCrHDhtF8PkLUXj587TocpHXh96esMvGUg\nMX1jKFmwpNtliYiEhNAIswMHwFro3dv5mvJx4IDb1bHp8CYajGnAt79+y6i2oxjdfjQF8xd0uywR\nkZARGufMXn8dzp+HYcPcruQvZm+ZTZ9ZfSgcXpiYvjE0ubqJ2yWJiISc4B+Z7doFo0ZB//5w/fVu\nV/OHZJvMy7Ev02lqJ24sdSNxg+IUZCIiuST4R2bDhkG+fPDSS25X8oeT50/SZ1Yf5vwyh761+jKq\n3Sgi8gfXiv0iIsEkuMNsyxaYMAEefxwqVnS7GgC2Ht1Kxykd+d/R//F+q/d5tMGjGGPcLktEJKQF\nd5gNHQqFCsFzz7ldCQBfbf2K3jN7UyCsAAvvW0izSs3cLklEJE8IrjBLbzHhmjVdnbVoreX1H17n\npZiXqF22NrN6zOKa4te4Vo+ISF4TXGEWgIsJn044Tb/Z/ZixeQb31LyH0e1HUyi8kGv1iIjkRcEV\nZgHm12O/0nFKRzYf2czwlsN58rYndX5MRMQFCrNs+mbbN/Sc0ZN8Jh/f3PsNLSq3cLskEZE8K/iv\nM/Mzay1vLXuLNl+04epiVxM3ME5BJiLiMo3MsiA+IZ4BcwYwdeNUut/UnbEdxlK4QDprQoqIiN8E\nV5iVKZP2ZA8/LCa84/cddJraiXUH1/FG8zd4pvEzOj8mIhIggusw46hRztdZs/y6mPCi7YuoN6Ye\nu07sYv4983m2ybMKMhGRABJcYfaf/0CFCtCunV92Z63lneXv0PLzlpQrUo6VA1fS6vpWftm3iIh4\nL3gOM27dCt99B6++Cvlzv+yziWcZNG8Qn6/7nE43dGJC1ASKFiya6/sVEZGsC54wGzXKCbEHHsj1\nXe0+sZtOUzuxZv8aXo18ledvf558JrgGsSIieUlwhNmZMzBuHHTp4ixplYsW71xMt2ndOJ90ni97\nfkn7au1zdX8iIpJzwTHcmDIFjh+HwYNzbRfWWkauGEmLz1pQ4rISrHhghYJMRCRIBO7ILK1FhZs2\ndabh+3j24rkL5xj81WDGrR1H+6rt+azTZxSLKObTfYiISO4J3DDz06LCv538jc7RnVnx2wqG3DGE\noc2G6vyYiEiQCdww84Nlu5fRJboL8YnxzOw+k043dnK7JBERyYY8OwT5OO5jIidEUrRgUX4a8JOC\nTEQkiOW5kVlCUgKPzX+M0atH0/r61kzqPIkrLrvC7bJERCQH8lSY7T+1n67TuvLjnh95rslzvBr5\nKmH5wtwuS0REcihww8zHiwr/vPdnOkd35vi540zt6qx6LyIioSFwz5nNm+d8HT8+x4sKj10zljvG\n30HBsIIsH7BcQSYiEmICd2Q2axaEheVoUeHEpESe/OZJPlz5IS0qt2BKlymULFTSh0WKiEggCNww\nmz0b7rgDSmYvfA7FH6LbtG4s2bWEpxo+xb9a/Iv8+QL3xxURkewLzL/uW7fCpk3w0EPZ+viqfavo\nNLUTh88cZlLnSfSu2dvHBYqISCAJzHNms2c7Xzt2zPJHP/vvZzQZ1wRjDMv6L1OQiYjkAYEbZrfc\nAldf7fVHLiRf4MkFT3Lf7Pu4rcJtxA2M45Zyt+RikSIiEigC5zBjWgsLG+PVwsJHzhyhx/QefL/j\nex6/9XH+fde/CQ8Lz8ViRUQkkAROmGVzYeG1B9YSNSWKA6cPML7jePrW7psLxYmISCALnDDLhikb\nptD/y/6UuKwEP9z/A/Wvqu92SSIi4oLAPGeWiaTkJJ797ll6zehF3fJ1WTVolYJMRCQPC7qR2bGz\nx+g1oxff/votg+sN5p1W71AgrIDbZYmIiIuCKszWH1xP1NQo9pzYw5j2Y3jglgfcLklERAJA4Bxm\nTG8BYc/r0zdNp+GnDTmbeJbF/RYryERE5A+BE2YHDsC110KXLpcsLJy07zdeWPQC3aZ1o2aZmsQN\niqNhxYZuVysiIgEksMJsxw5o1OiPl46fO06HKR14fenrPFDnAWL7xlK+aHkXixQRkUAUOOfMli93\nvjZ0Rl2bD2+m45SO7Di+g4/afsSDdR/EGONigSIiEqi8GpkZY1oZY34xxmwzxvwjjff7GWMOG2PW\neh5ZP6G1fDkUKAC33MKXW77k1k9u5cT5E3x/3/c8VO8hBZmIiKQr0zAzxoQBHwKtgepAL2NM9TSa\nTrXW1vY8PvFm528te4uYHTHOk+XLSb6lDn3nDyJqahTVSlVj1aBV3H7N7V7/MCIikjd5MzJrAGyz\n1m631iYAU4CsL2efhvrl69N9endi/vctJ/+7gttb7GHiuom0vK4lP9z/AxUur+CL3YiISIgz1tqM\nGxjTFWhlrX3A87wPcKu19tEUbfoB/wIOA1uBJ621e9LY1iBgEEDp0qXrRkdHs+b3Nby8/kXCT5/h\naGGIKh/F367/W544rHj69GmKFCnidhmuUh+oDy5SP6gPACIjI1dZa+tl9XO+CrOSwGlr7XljzINA\nD2vtnRltt1q1avaXEyfg4EHa3ANfV4E+a2HibLxaKT8UxMbG0qxZM7fLcJX6QH1wkfpBfQBgjMlW\nmHlzmPE3oGKK5xU8r/3BWnvUWnve8/QToK5Xez94kJhKsLI8/P1HJ9BiKpHpSvkiIiIpeRNmK4Eq\nxphrjTEFgJ7AnJQNjDHlUjztAGz2ZucxlaB7N4ieBsO/db527+YJNBERES9lep2ZtfaCMeZR4Bsg\nDBhrrd1ojHkFiLPWzgH+ZozpAFwAjgH9vNn5yqucAIvc6TyP3Ok8X3kVRGbjhxERkbzJq4umrbXz\ngfmpXhuS4vvngOeyuvNnlv31tcidf4abiIiINwJnOSsREZFscjfMMlkpX0RExBvuhtmBAzBgAFx5\n5SUr5eeFafkiIuI77h9m/N//oEoVt6sQEZEgFhhhVrWq21WIiEgQczfMTp2C/fs1MhMRkRxxN8y2\nbXO+KsxERCQH3A2zrVudrzrMKCIiOeBamBXduhV69nSe1KoFxkDZsm6VIyIiQcz9CSApaYFhERHJ\nhsAKMxERkWxQmImISNBTmImISNBTmImISNALrDDTAsMiIpINroXZmYoVnW8WLNACwyIikiOuhZlJ\nSnK+KV3arRJERCREKMxERCToKcxERCTouRdmFy5A0aIQEeFWCSIiEiLcHZlpVCYiIj6gMBMRkaDn\nWpjlP3MGfv7ZWS1fK+aLiEgOBM5F01oxX0REsilwwkxERCSbFGYiIhL0FGYiIhL0FGYiIhL0AifM\ntGK+iIhkk7thNm2aVswXEZEcczfMChVydfciIhIaFGYiIhL0FGYiIhL0FGYiIhL03A2zmjW1LqOI\niORYYEzN17qMIiKSA4ERZiIiIjmgMBMRkaCnMBMRkaCnMBMRkaAXGGGmdRlFRCQHXAuzU1Wral1G\nERHxicAYmYmIiOSAwkxERIKewkxERIKewkxERIKewkxERIKewkxERIKewkxERIKewkxERIKewkxE\nRIKewkxERIKewkxERIKewkxERIKewkxERIKeV2FmjGlljPnFGLPNGPOPNN4vaIyZ6nn/Z2NMJV8X\nKiIikp5Mw8wYEwZ8CLQGqgO9jDHVUzUbAPxurb0eeAd409eFioiIpMebkVkDYJu1dru1NgGYAnRM\n1aYjMMHz/XSguTHG+K5MERGR9OX3os1VwJ4Uz/cCt6bXxlp7wRhzAigJHEnZyBgzCBjkeXreGLMh\nO0WHkFKk6qM8SH2gPrhI/aA+AKiWnQ95E2Y+Y60dDYwGMMbEWWvr+XP/gUZ9oD4A9cFF6gf1ATh9\nkJ3PeXOY8TegYornFTyvpdnGGJMfKAYczU5BIiIiWeVNmK0EqhhjrjXGFAB6AnNStZkD9PV83xX4\n3lprfVemiIhI+jI9zOg5B/Yo8A0QBoy11m40xrwCxFlr5wCfAp8ZY7YBx3ACLzOjc1B3qFAfqA9A\nfXCR+kF9ANnsA6MBlIiIBDutACIiIkFPYSYiIkEv18NMS2F51Qf9jDGHjTFrPY8H3KgzNxljxhpj\nDqV3baFxvO/po3XGmFv8XWNu86IPmhljTqT4PRji7xpzkzGmojEmxhizyRiz0RjzeBptQvr3wMs+\nCOnfAwBjTIQxZoUx5kaq2CYAAALhSURBVL+efhiWRpusZYO1NtceOBNGfgUqAwWA/wLVU7UZDIzy\nfN8TmJqbNfn74WUf9ANGul1rLvfDHcAtwIZ03m8DfA0Y4DbgZ7drdqEPmgHz3K4zF3/+csAtnu+L\nAlvT+H8hpH8PvOyDkP498PyMBiji+T4c+Bm4LVWbLGVDbo/MtBSWd30Q8qy1S3BmuqanIzDROn4C\nihtjyvmnOv/wog9CmrV2v7V2tef7U8BmnNWDUgrp3wMv+yDkef77nvY8Dfc8Us9GzFI25HaYpbUU\nVur/cJcshQVcXAorVHjTBwBdPIdVphtjKqbxfqjztp9CXUPPoZevjTE3uV1MbvEcMqqD8y/ylPLM\n70EGfQB54PfAGBNmjFkLHAK+s9am+7vgTTZoAkhgmAtUstbeDHzHn/8akbxlNXCNtbYW8AEw2+V6\ncoUxpggwA3jCWnvS7XrckEkf5InfA2ttkrW2Ns6qUg2MMTVysr3cDjMtheVFH1hrj1prz3uefgLU\n9VNtgcSb35WQZq09efHQi7V2PhBujCnlclk+ZYwJx/kjPslaOzONJiH/e5BZH+SF34OUrLXHgRig\nVaq3spQNuR1mWgrLiz5IdU6gA85x9LxmDnCfZzbbbcAJa+1+t4vyJ2NM2YvnBIwxDXD+/wyZf9h5\nfrZPgc3W2hHpNAvp3wNv+iDUfw8AjDGljTH/394d6iYQBHEY/waHQ1TzItXYKkQNCZUYHqCG18BW\nNUE3fZEaRCXPAOaSrdhTqGuazWWu30+dWLGZbPK/ZCezi/57DqyA892yX2VD06n5pd0orDQG1mAf\nEU9AR63BdrQNNxIR79QurYeIuAAH6qUvpZQj8EntZPsGrsDLODttZ0AN1sAuIjrgBjxP7MfuEdgA\nX/1dCcArsIR/cw6G1GDq5wBqV+db1MefZ8CplPLxl2xwnJUkKT0bQCRJ6RlmkqT0DDNJUnqGmSQp\nPcNMkpSeYSZJSs8wkySl9wPJaXNwMqWgoAAAAABJRU5ErkJggg==\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=[7,7])\n", + "plt.plot(x,y, 'rs-', label='equilibrium')\n", + "plt.plot([solution1.sr('CO2(g)')*1e2, solution2.sr('CO2(g)')*1e2], [solution1.total_element('Ca'),solution2.total_element('Ca')], '-gx', label='mixing_line')\n", + "plt.plot(solution3.sr('CO2(g)')*1e2, solution3.total_element('Ca'), '-b^', label='1:1')\n", + "plt.xlim([0,3])\n", + "plt.ylim([0,3])\n", + "plt.grid()\n", + "plt.legend()\n", + "plt.title('Calcite Equilibrium')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.6.2" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/docs/notebooks/3. Gibbsite Solubility.ipynb b/docs/notebooks/3. Gibbsite Solubility.ipynb new file mode 100644 index 0000000..e26d1c6 --- /dev/null +++ b/docs/notebooks/3. Gibbsite Solubility.ipynb @@ -0,0 +1,101 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# GIBBSITE SOLUBILITY AS A FUNCTION OF PH\n", + "http://hydrochemistry.eu/exmpls/gibbsite.html" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Populating the interactive namespace from numpy and matplotlib\n" + ] + } + ], + "source": [ + "%pylab inline\n", + "import phreeqpython\n", + "pp = phreeqpython.PhreeqPython('phreeqc.dat')" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "x = []\n", + "y = []\n", + "\n", + "for ph in np.linspace(3,12, 17):\n", + " sol = pp.add_solution({'pH': ph, 'Al': '1e3 Gibbsite'})\n", + " x.append(ph)\n", + " y.append(sol.total_element('Al', units='mol'))\n" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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OIkmqExYxqVZWXhkOPTS/a+yxx0qnkfrHo4+WTiA1NIuYVEtf/nJesHzyyaWT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\nGktErALsDpxVOkujiYjlgO2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+ "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=[10,5])\n", + "plt.plot(x, y, 'rs-')\n", + "plt.title('Gibbsite Equilibrium')\n", + "plt.xlim(0,14)\n", + "plt.yscale('log')\n", + "plt.grid()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.6.2" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/docs/notebooks/4. Al Concentration Exceeding Drinking Water Limit.ipynb b/docs/notebooks/4. Al Concentration Exceeding Drinking Water Limit.ipynb new file mode 100644 index 0000000..28edcde --- /dev/null +++ b/docs/notebooks/4. Al Concentration Exceeding Drinking Water Limit.ipynb @@ -0,0 +1,72 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# AL CONCENTRATION EXCEEDS DRINKING WATER LIMIT AT LOW AND HIGH pH\n", + "\n", + "http://hydrochemistry.eu/exmpls/al_conc.html" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Populating the interactive namespace from numpy and matplotlib\n" + ] + } + ], + "source": [ + "%pylab inline\n", + "import phreeqpython\n", + "pp = phreeqpython.PhreeqPython('phreeqc.dat')" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Lower limit 4.466077892037909\n", + "Upper limit 9.42291635447819\n" + ] + } + ], + "source": [ + "print(\"Lower limit\", pp.add_solution({'Al': '0.2 mg/kgw', 'pH': '4 Gibbsite'}).pH)\n", + "print(\"Upper limit\", pp.add_solution({'Al': '0.2 mg/kgw', 'pH': '8 Gibbsite'}).pH)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.6.2" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/docs/notebooks/5. Gypsum Precipitation upon Evaporation.ipynb b/docs/notebooks/5. Gypsum Precipitation upon Evaporation.ipynb new file mode 100644 index 0000000..09ad605 --- /dev/null +++ b/docs/notebooks/5. Gypsum Precipitation upon Evaporation.ipynb @@ -0,0 +1,128 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# GYPSUM PRECIPITATION UPON EVAPORATION\n", + "\n", + "http://hydrochemistry.eu/exmpls/evap.html" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Populating the interactive namespace from numpy and matplotlib\n" + ] + } + ], + "source": [ + "%pylab inline\n", + "import phreeqpython\n", + "pp = phreeqpython.PhreeqPython('phreeqc.dat')" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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Vq1m3bh2LFi2iadOmPProoxw5coRNmzaxZcsWrrjiCq666qq8EATwyiuv0LFjx0LPS0hI\nwOPx0KqM5YC7d+/OypUrWbduHUOGDOHhhx8GYNy4cUyaNIn09HQee+wxvvrqKzIyMhgwYAD/+Mc/\n2LJlC6tXr+bOO+8kNTW1xOfHxMTQqFEjli9ffgq/HRER8TeHD5uerRYtYMQIE7I+/NAUSL3tNggP\n93ULqx+/DF+WZQ20LGv8oUOHKuR5Y8bAd9/Bs8+GlvtZycnJ1K9fn7DjVeXq169P7dq1mTJlCi+/\n/DLO4+tvb775ZsLCwvjmm28ASEpK4rPPPuPWW28t9Lzp06czePDgMr9+nz59qFGjBgC9evXK6137\nv//7P1JTU3n11Ve59NJLufjii/nf//7H2WefzcCBA/Pu7927N507d2bHjh2cd9559OjRgx49evD9\n99/nXXPFFVcwffr0U/jtiIiIv9izx2z506yZmcvVubOZ2/XzzzBkiMpF+JJfzvmybXseMC8+Pv62\n0q67/35Yu7b0Z2Vmwk8/QU4OTJ7sIiEBQkvJYN26wbhS9uu++OKLefLJJ2nXrh0XXnghQ4cOpU6d\nOjRr1oxaRfps4+PjSUhIoF+/ftx///0899xzxQq9Ll++nOuuuy7v56FDh7Jp06Zirzty5EhuvPHG\nQscmTZrEZZddBphetZiYGO69914+//xzMjIyWL9+PT179vT6Pho0aMBXX31FeHg4W7Zs4brrrmPl\nypV57X788cdL/iWIiIjf2rrVVKKfOhXcbhO0HnkESvjPgfiAX4avipSYaFZ0gPkzMRHatj3159Ws\nWZNVq1bx7bffsnjxYoYOHcqjjz5a6j3z58+nQYMG9OzZkyVLlhQ6l5ycTExMTN7PM2fOLFM73n//\nfVauXMnSpUsBuPfee7Esi9GjRzN69Ghs22bhwoUl3p+VlcXdd9/N2rVrcTqdbN68Oe9cgwYN2L17\nd5naISIi/mHNGrNy8cMPISQE/v53Uy6iPP/Nk8oR0OGrtB4qMHO9WrUqGL4s/vwTZswo3zJap9NJ\n79696d27N126dOGdd95h586dHDlyhKioqLzrVq1axeWXX86iRYuYO3cuCxYsICMjg8OHD3PDDTfw\n/vvvExERQUZGRt49Zen5WrRoEU8//TRLly7NG/60LDOfLXfCvWVZxMXF5YWzol5++WViY2P55Zdf\nyMnJIbzAoH9GRgYRERGn/gsSEZEqYduweLEJXV9+aeZzPfQQ3HcfNGrk69ZJSQI6fJ3ImDFmuLEg\nj8ccf+ONU3vmpk2bcDgctD3+vxJr166lffv2dOnShZEjR/L222/jdDqZNm0aR48epW/fvvTr14+x\nY8cCsGTJEl544QXef/99ADp27MjWrVtp0aIFcOKerzVr1nD77bfz+eef06BBg1Kvvf766xk7diyf\nffYZAwYMAGDZsmXUrVuXQ4cO0aRJExwOB++++y4ejyfvvs2bN9O5c+dT+v2IiEjl83hgzhxTLuLn\nnyE21nx/xx2gnfn8n19OuK8oK1aY8e6C3G4oMLf8pKWlpXHTTTfllXv47bffGD16NGPHjiU8PJx2\n7drRtm1bPvzwQ2bPnp3XI1WSAQMGFBuKLM1DDz1EWloa11xzDd26dWPQoEElXhsREcH8+fN57bXX\naNu2LZ06deLNN98kJiaGO++8k3fffZeuXbuyceNGIiMj8+5bvHhxXlgTERH/kZkJkyZBp05w9dVw\n4AC88w7s2GHmdSl4BQarYCkEfxMfH2/nTgLPtWHDhmLlGsqq6LCgPzh27Bh9+vRh+fLleSslfe38\n889nzpw51KlTp9i58vz+JTgsWbKE3r17+7oZIgHrVD5DuTW5Xn4Zdu+GHj1M2Lr6aq1a9CeWZa2y\nbTv+RNcF9bBjIIiIiOCJJ55g165dNGvWzNfNITU1lZEjR3oNXiIiUrVSUuDVV+HNN+HgQejXz6xi\nvPBCOMHAivgxhS8/cMkll/i6CXliYmK44oorfN0MEZFqbds2Uy5iyhQz1Hj11aanK/6EfSoSCBS+\nRERE/MTatWbl4qxZplzETTeZchHt2vm6ZVKR/DJ8WZY1EBjYpk0bXzdFRESkUtk2LF1qQtfnn0NU\nFDzwgCkk3rixr1snlcEvVzvatj3Ptu0R0Vq2ISIiQSonB2bPhrPPhj59YPVq+O9/YedOsxejglfw\n8sueLxERkWCVlWUxZYoJWBs3mmLgb71lhhhV37p68Muer4qWnp7ATz915tixDRXyvD179jBs2DBa\nt25Nz5496d+/f6HteURERIo6cgReegmuv74Xw4dDeLjZcWXTJlMcVcGr+gj6ni+PJ5116/qTmfkH\nW7cOoV69DTidkSe+sQS2bXPllVdy0003MWPGDAB++eUXUlJSaKcZkSIiUkRqqikX8frrplxE9+5H\nmT49jIsuUrmI6iroe742bhyO270XsMnKSmXjxlvK9bzFixfjcrm444478o517dqV7t27069fP3r0\n6EGXLl2YM2dOOVsuIiKBbPt2uPtuaN4cnn4a+vaFH3+El176hYsvVvCqzgK652vLlvtJS1tb4vnM\nzGQyMrYCZoNH284gNfVDfvhhDWFh3nccrVmzG23blrxj9/r16+nZs2ex4+Hh4cyePZtatWqxb98+\nevXqxaBBg064vZCIiASXdevMysWZM8HhgBtvNJtdt29vzp/EjnISpAI6fJ1IZuZ2coNXvhwyM7eX\nGL5OlW3bPProoyxbtgyHw8GuXbtISUmhYcOGFfo6IiLif2wbvv3WhK4FC6BmTfi//zPlIk47zdet\nE38T0OGrtB4qgOTkyWzZci85Oel5xxyOGrRt+zqNGt18Sq8ZFxfHRx99VOz49OnTSU1NZdWqVbhc\nLlq0aEFGRsYpvYaIiASGnByYNw+eeQZ++AFiYuCpp+DOO0G7tElJgnrOV6NGw6lXbwCWFQ6AZYVT\nr97AUw5eAH379iUzM5Px48fnHVu3bh2JiYk0aNAAl8vF4sWLSUxMLHf7RUTEP7ndZo/Fzp3hiivM\nHoxvvAGJifDYYwpeUrqgDl8AHTpMJjS0AWDhcsXQocOkcj3Psixmz57NokWLaN26NXFxcYwaNYr+\n/fuzcuVKunTpwrRp0+jQoUPFvAEREfEbaWnw8svQujXcfDO4XPC//8Hmzaa3S+UipCwCetixLJzO\nSE4/fQEJCUNp0WJyucpM5GrcuDGzZs0qdnzFihXlfraIiPif1FR47TVTLuLPP+GCC2DCBLjkEq1a\nlJMX9OELIDIyjjPPXM+RI0d83RQREQkgiYnw4oswcSIcO2aGGB95BHr18nXLJJD5ZfjSxtoiIuJL\nv/5qtv/54ANTLuKGG0y5iI4dfd0yCQZ+OefrRBtr27ZdxS0S0O9dRILfd9/B5ZfD6aebTa/vuw+2\nbYPJkxW8pOL4ZfgqTXh4OPv371cQqGK2bbN//37Cw8N93RQRkQqVWy7inHPgvPNMFfoxY2DnTjPk\n2KSJr1sowcYvhx1L06RJE5KSkkhNTT3pezMyMhQeyiE8PJwm+ltIRIJEVpYZVnz2WfjtN2jRwkyo\nv/lmqFHD162TYBZw4cvlctGyZctTunfJkiV07969glskIiKBJD3dTKB/8UX44w/o0gWmT4drr4WQ\ngPuvogQi/WsmIiLVwr59pmfrtdfgwAE4/3x4+2247DKVi5CqpfAlIiJBLXfu1sSJcPQoDB5sykWc\nfbavWybVlcKXiIgEpYQEUy7if/8zP+eWi+jUybftElH4EhGRoLJ8uZlEP28eREbC3XfDyJHQtKmv\nWyZiKHyJiEjAs21YsACeecbU6qpXD554Au66y3wv4k8UvkREJGBlZcHMmaana/16aNYMXn0Vhg83\nvV4i/kjhS0REAs7RozBpErzwgplQ37kzvPceDB0KLpevWydSOoUvEREJGPv3wxtvmHIR+/bBuefC\nm29C//4qFyGBQ+FLRET83h9/wEsvwYQJpkjqwIGmXMQ55/i6ZSInT+FLRET81m+/mXIR06ebn6+/\n3pSL6NzZt+0SKQ+FLxER8TsrVphJ9HPmmH0W77zTlIto3tzXLRMpP4UvERHxC7YNCxea0LVsGdSt\nC//5j6nTVb++r1snUnEUvkRExKeys2HWLBO61q0zxVDHjYNbb1W5CAlODl83wBvLsgZaljX+0KFD\nvm6KiIhUkqNHzUbXbdvCX/9qQti778Lvv8N99yl4SfDyy/Bl2/Y827ZHREdH+7opIiJSwQ4cgKee\nMvO37rkHGjeGuXPh11/hxhtVp0uCn4YdRUSkSiQlwcsvwzvvmHIRAwbAP/9panWJVCcKXyIiUqk2\nbIDnn4f334ecHLjuOnj4YejSxdctE/ENhS8REakUP/xgJtF/+ilERMAdd5hyES1a+LplIr6l8CUi\nIhXGtuGLL+CZZ2DpUqhTB/79b1MuIibG160T8Q8KXyIiUm7Z2fDhh6an65dfoEkTM7/r1luhZk1f\nt07Evyh8iYjIKTt2DKZMgRdegO3boWNHmDrVzOsKDfV160T8k8KXiIictD//hDffhFdegdRU6NXL\n9HQNHAgOvyxiJOI/FL5ERKTMdu0y1efffhvS0qB/f3jkETjvPLAsX7dOJDAofImIyAlt2mTKRUyb\nZspFDB1qykV07errlokEHoUvEREp0U8/mUn0s2dDWBiMGAEPPAAtW/q6ZSKBS+FLREQKsW346itT\nLmLxYqhdGx57zGwF1KCBr1snEvgUvkREBDDlIj7+2PR0rVkDp50GL74It90GUVG+bp1I8FD4EhGp\n5jIyTHmI55+HbdugfXuYPBn++leVixCpDApfIiLV1MGD8NZbplxESgqceaap1zV4sMpFiFQmhS8R\nkWpm9+78chFHjsCll5pyERdcoHIRIlVB4UtEpJrYssUMLb77rpnflVsuols3X7dMpHpR+BIRCXIr\nV5pJ9B9/bMpF3HILPPggtGrl65aJVE8KXyIiQci24euvTbmIr7+G6GgYNQruvRdiY33dOpHqTeFL\nRCSIeDzwyScmdK1eDY0bm6HGESOgVi1ft05EQOFLRCQoZGSYrX+efx62boV27WDiRLjhBjPUKCL+\nQ+FLRCSAHTpkVi2OGwd79sAZZ5i5XYMHg9Pp69aJiDcKXyIiASg52dTneustOHwYLr4Y/vc/6N1b\n5SJE/J3Cl4hIANm61QwtTp1qykVcc42p0dW9u69bJiJlpfAlIhIAVq3KLxfhcsHw4aZcROvWvm6Z\niJwshS8RET9l2/DNN2bl4qJFZrXiI4+YchENG/q6dSJyqqosfFmW1Qp4DIi2bXtIVb2uiEig8Xhg\n9mzT07VypQlazz0Ht9+uchEiwaBMW6daljXZsqy9lmWtL3L8UsuyNlmWtdWyrH+W9gzbtrfZtn1L\neRorIhLMMjNhwgTo2NHM5Tp0CMaPh+3b4aGHFLxEgkVZe76mAq8D03IPWJblBN4ALgKSgJ8ty5oL\nOIGxRe4fbtv23nK3VkQkCB0+DO+8Ay+/bFYx9uwJH34IV16pchEiwahM4cu27WWWZbUocvhMYKtt\n29sALMuaAQy2bXsscHlFNlJEJBilpJhyEW++aXq5LrwQ3nsP+vZVuQiRYFaeOV+nAX8U+DkJOKuk\niy3Lqgc8DXS3LGvU8ZDm7boRwAiA2NhYlixZUo4mFpaWllahzxOpjvQ5Kr9du8KZNaspCxc2Ijvb\n4vzzU7nuup20b58GwNKlPm6gVCp9hqTKJtzbtr0fuKMM140HxgPEx8fbvXv3rrA2LFmyhIp8nkh1\npM/RqVuzxkyi//BDCAmBm2825SLatm0ANPB186SK6DMk5Qlfu4CmBX5ucvyYiIgcZ9uwZIkpF/Hl\nl2bS/EMPwX33QaNGvm6diPhCecLXz0Bby7JaYkLXMOD6CmmViEiAy8mBTz81oevnnyE21nx/xx0Q\nHe3r1omIL5W11MQHwAqgvWVZSZZl3WLbdjZwN/AFsAGYZdt2QkU0yrKsgZZljT906FBFPE5EpMpk\nZsKkSdCpE1x9NRw4YFYy7thhCqQqeIlIWVc7XlfC8QXAggptkXnuPGBefHz8bRX9bBGRynDkSH65\niN27oUcPmDnTBDCVixCRgrS9kIhIOezdC6++Cm+8AQcPQr9+ZtPrCy9UuQgR8U7hS0TkFGzbBi++\nCJMnm6HGq682w4rx8b5umYj4O4UvEZGT8MsvplzEzJmmXMRNN5lyEe3a+bplIhIo/DJ8WZY1EBjY\npk0bXzdFRATbhmXLzGrFzz8okQbQAAAgAElEQVSHqCh44AG4/35o3NjXrRORQFOm1Y5VzbbtebZt\nj4jWsiARqWLJyXDBBbBnT365iLPPht69YfVq+O9/YedOeO45BS8ROTV+2fMlIuIrY8bAd9/B9deb\nILZxI7RqBW+9ZYYYIyJ83UIRCXQKXyIix61fDxMmmB6vxYshLg5mzDCT6UP0t6WIVBC/HHYUEakq\nudv/XH89dO0K2dnmeEgInH8+DB2q4CUiFUvhS0SqpdRUeOEF6NAB+vSBzz4rXJcrO9vU69qzx2dN\nFJEg5ZfhS9sLiUhlsG345hsYNgxOO81scN2gAUybZnq4ilai93jMHDARkYrkl+FLqx1FpCLt3WtW\nJ7ZrZyrQf/kl3HUXJCTAt9/C3/5mNr92uwvf53bD99/7ps0iErw0k0FEglJOjunlGj/elIvIyjJz\nuEaPNhPow8MLX79mjU+aKSLVkMKXiASVPXvMXK0JE8wWQHXrwj33wK23QseOvm6diIjCl4gEgZwc\nWLTI9HLNmWMmy/fuDU89BVdeWbyXS0TElxS+RCRgJSfDlCkwcSJs3w716sF998Ftt0H79r5unYiI\ndwpfIhJQcnLMhPnx42HuXLMisW9fs+3PlVdCWJivWygiUjq/DF/aWFtEitq9GyZPNr1ciYlQvz6M\nHGl6udq29XXrRETKTqUmRMRveTywYAFccQU0awb/+he0aQMzZ0JSkikfoeAlIoHGL3u+RKR627Ur\nv5dr505TCPXBB82KRXWIi0igU/gSEb/g8cDnn5u5XPPnm7ldF10EL74IgwZBaKivWygiUjEUvkTE\np/74I7+XKykJYmPhkUdML1erVr5unYhIxVP4EpEql50NCxeaXq4FC8yeixdfDK+8AgMHgsvl6xaK\niFQehS8RqTI7d8KkSeZr1y5o2BBGjYJbboGWLX3dOhGRqqHwJSKVKjsbPvvM9HItXGiOXXopvP46\nDBigXi4RqX78MnypzpdI4NuxI7+XKzkZGjeGxx83vVzNm/u6dSIivuOX4cu27XnAvPj4+Nt83RYR\nKbusLLNScfx4+OILc6x/fxgxwvwZ4pd/44iIVC39VSgi5bZ9u1mtOHky7NkDp50G//43DB9uiqOK\niEg+hS8ROSVZWWZvxfHjzV6LDkd+L9dll6mXS0SkJH65vZCI+I/kZLjgAtOjBbBrVzijRkHTpjBk\nCPz2G4webeZ4zZtnSkUoeImIlEx/RYpIqcaMge++g5tuMlXnFy3qhcMBl19uerkuvRScTl+3UkQk\ncCh8iYhXtm0mzY8fb0LXl1+auVw337ydMWNactppvm6hiEhgUvgSkTy2Db/8AjNnwqxZsG1b/rmQ\nEDOkOHRoIqedpoqoIiKnSuFLRFi/Pj9wbd5shhHPPdfsu5iVZa7JzoZ334WLLtIO1yIi5aEJ9yLV\n1MaN8OSTEBcHXbrAf/8LTZrA22+bSfadOoFlFb7H44Fp01QhVUSkPPyy50sV7kUqx9atpndr5kxY\nt86Eq3PPNVv9XH212Wsx14oV4HYXvt/thoSEWlXbaBGRIOOX4UsV7kUqzo4d+YFr9Wpz7OyzYdw4\nUyqipInza9Z4P75kySqgdyW0VESkevDL8CUi5ZOUBB9+aALXjz+aY2ecAc8/D9deq6rzIiK+pPAl\nEiSSk+Gjj0zgWr7cHOveHcaONYGrVSvftk9ERAyFL5EAtncvfPyxCVzLlplSEZ07m8Ko114L7dr5\nuoUiIlKUwpdIgNm/Hz75xMzj+uYbUwC1QwezkfW115pViiIi4r8UvkT8THIyDBtmerNyVx8ePAiz\nZ5vAtWiRqbnVpg2MGmUCV5cuxctCiIiIf1L4EvEzuXspPv449O5tQtgXX5hipy1awMiRMHSomc+l\nwCUiEngUvkT8yPr1MHGiGUqcNMl8NWkC99xjAtcZZyhwiYgEOoUvER/KyYGVK2HhQliwAH76Kf+c\nwwGDB5sVjA7tRSEiEjQUvkSq2IED8OWXJmx9/jmkpprerG7dzObV2dnmupwcc37v3sKV50VEJLDp\n/6dFKllOjqks/9RTcM45EBMD111nwtdFF8H775uA1atX8R4uj8fMARMRkeChni+RSnDwIHz1VX7v\n1p495nh8vJlIf9llZv6W05l/T0l7KX7/fdW1W0REKp9fhi9trC2Bxrbh119N2FqwwAQmjwfq1IGL\nL4b+/eGSSyA2tuRnlLSXooiIBBe/DF/aWFv8UdH6W4cPm5pbCxear127zHXdu8Mjj5jAddZZZh6X\niIhILv1nQaSMnnwSvv0WrroKwsPN99nZUKtWfu/WpZdCo0a+bqmIiPgzhS+REuTkQEICLF1qipzO\nn2+Or1gBHTvCAw+YwHX22eBy+batIiISOBS+RI7zeGDdOhO2li41PVv795tzkZFmJWJODoSGQp8+\n8Mwzvm2viIgEJoUvqbays00JiKVLYdkyE7YOHTLnWrWCQYPgggtML9cFF5jgBWYF4pQp8K9/qf6W\niIicPIUvCVpFJ8i73aaafG7P1vLlkJZmrm3XzmxQfcEF5qtJk/zn3HlnfvDKlVt/6403qu79iIhI\ncFD4kqD173+b3qxBg8yk+O+/h2PHzLm4OLjxRhO0zjuv9Enyqr8lIiIVSeFLgoLHA7/9Bj/+aPZH\nXL7c/Azw88/QqRPcdlt+2IqJKfuzVX9LREQqksKX+K2iw4a5bBv++CM/aP30E6xaBenp5nydOlCz\npqke7/GYCfK9e8Mrr/jkbYiIiBSi8CV+a8wY+O47sx3PtdfmB62ffoKUFHNNaKgpanrLLXDmmeYr\nMhJatzbBCzRBXkRE/IvCl/ilH3+E8ePNRPdJk8wXQIcOZpues84yQev0000AK0gT5EVExJ8pfInf\nsG3T0zVuHHzySf5xpxMGDIBp0yA6+sTP0QR5ERHxZwpf4nNut5nXNW6cqbtVu7bZDzE725z3eOCr\nr8xKxbKEL02QFxERf+bwdQOk+tq71wwFNm9uyj4cOwbvvANDhphq8gXlDhuKiIgEOoUvqXTJyabE\nw5495ud168wE+WbNTC2u7t3N3okJCTBihCmEqmFDEREJVhp2lEqXu2px+HDIzIRvvoEaNczP995r\nJtEXpGFDEREJZgpfUql27ICJE83qw4ULTSX5Z5+FW2+FunV93ToREZGq55fDjpZlDbQsa/yh3F2O\nJeAcPQqvvgqdO0NWljkWEmK2+nn4YQUvERGpvvwyfNm2Pc+27RHRZVnaJn7lyBF4/nlo2RLuuy9/\nL0UwqxenTcuf+yUiIlId+WX4ksBz8CA89RS0aGF6trp2hcGDTW9XQVq1KCIi1Z3Cl5y0gqsX9+83\n2/Y0b27+/Mtf4Icf4MsvITFRqxZFRESK0oR7OWljxsC338Jll8GWLWZD66uvhsceM2UjcmnVooiI\nSHHq+ZKTsnq12XPRtmHtWrjoIli/Hj76qHDwEhEREe8UvqRMduyAO+6AM84w87YAXC5o3Bji4nza\nNBERkYCi8CWl2rLFFENt2xYmTQLLyj+XlQVTpmj1ooiIyMlQ+JI8BSfSJyTAX/9qqs9/8AHceSdc\ndx04nYXvqU6rFxP2JtD5zc4k7E0IitcpK39rT2Wrbu9XJNj542da4Uvy5E6kP+ccUxx1zhwYORK2\nb4dXXoFff62mqxcbNiQ91KL/2M78lpLAgLGdSQ+1oGHDwHydcrbnL1dd5Zv2VDZ/+/2LSPn48Wda\n4UsAWLAA3nnHTKTfts0USN2xwxRMzf33dM0ac77oV9CvakxJYfhg2BsJtgNSIuGWweZ4QL5OOdsT\n+uefvmlPZfO337+IlI8ff6ZVaqKa+/Zb0+P11Vf5x0JDzXyu+vV91y5/MqkbzGsPGS7zc4YLPukI\ng4dBt9EXVNjrrB0GC9tClrNyXydQ21PZSnq/g4ZBt/+c79vGSVA5ePAg3yyu7etmBL21w+DzIp/p\nee1gcjcY7tumYdm27eMmlCw+Pt5euXJlhT1vyZIl9O7du8KeF6hsG775xoSupUuhXj04dMhs/5Mr\nIsL0gPlB7+wpS9ibwNCPhjJzyEziGpRtSWZG2kF+XTGHtQlfsyZ5NWszE1lROw2sE98rQcrWP36R\nQGSD1w9vgzRIeb5yso9lWats244/0XXq+aoGkpNh2DCYMcMMEY4ZY6rQN24M48aZOl3TphW+J3ci\n/Rtv+KbN5dKwIekHUuh/F/xRCwaM7UzCGxBZN7bQ0sw/k7ez9ofZrNm0lDWpv7LW3s2GqEw8xwfj\nazmhG9FcuA2WNQd3gU9LDTe8vgBuXlNxH+DJ3S3u7Q/poZX7OoHanspW3d6v+I46AqpGSZ/pZxb5\nrk25FL6qgSefNMOLp58O+/aZrYDeegv+/ncIDzfFUYNqIn1KCsOHFB7nHzYEbludwpon+rD24CbW\nOPeSGOXJu6Wx00G3rHoMttvRvenZdOtxGS27nI/DGQKWxdAhMPf40GN4FgzcDDevrdhmD18LX7Sp\n/NcJ1PZUtur2fkWCnT9/phW+gpjHY6rR506k378fXn4Z7rrLFEjNFWwT5id3g8/aFZ6jNb+9+bLs\nJbRzhNIrpzH/CImjW5tz6XbmYGJbdi75gbGxTJ6TQqe74I9oiE2HSXPM8QpVVa9Tzva469Qh9MR3\nBx5/+/2LSPn48Wdaqx2DUFYWvPsudOpk6nPlTutzuUzR1ILBK9hkuzP4v0sLdzPnqnMMDt+bzMYX\nM5nx0k4eeWwhlwx9rPTgBbBnD5FumwWj1tOpQRyfjVpPpNuu+OqyVfU65WzP95984pv2VDZ/+/2L\nSPn48WdaE+4DXO58rpkzoU4dE7qeecbU5urUyYStrKz864NhIr03WRlHeW/8XYxNnM7WWllYOWbI\nMZfm7lScYPwciVQlfYaCV1kn3KvnK8CNGQPffQfXXANt2sDtt5sSEXPnwvnnF94OCIKvIn1m+mHe\nful62j5ei1v+nEpUTgifzIAhv5nxffCvcX4RERGFrwC2dStMmAA5OSaANW4MX3wBP/4IAweaFY1B\nNZG+gKOH9vHKc1fR6ok6/OPIBzTyRPBZ29GsejGNK/+MZcocaJAOlu1f4/wiIiIKXwHo8GH473/N\nFkC5tblCQiA+Hi6+OL+3K9Ar0nvbj+vI/t0893R/Wv63Afcfm01bdxSLOj/H9y8eov/1/8FyOPx6\nnF9ERESrHQNA7ryut982tbpefRUOHgRHgeicnQ1TpsC//hUE87mO1+m67Z/wwJlw2+ud+XAcTD4r\nlHE9szgQYXNxZj0eP3c05w28u8THxDWIY/2d66uw4SIiIiem8BUAHn0Uli0zdbqys+HKK8HpNPO6\nCg4rBnRh1IJSUhgxDO47G2LC4d6zoYMFaQ43Aw/G8lifpznrklt83UoREZFTovDlx3bvhtGjYepU\n83PutkB9+gRhYdQCJneD9oOhdig4LKgTCiM7gfUWjF5S9qHD9PQEEhKGEhc3k8jIsm0vJCIiUtk0\n58sPJCfDBRfkT0lKTDSFUFu1MhPqc4cXnU746CPzfaDP5ypJ0uafmXMLnBEDYcc3Qw1zwtn1YfNV\nZX+Ox5POunX9OXr0N9atG4DHk145DRYRETlJ6vnyA7nlIh580Gz38+67ZtL8tdeasJWZaa5zu4No\nXlcR23/9lmffu50PIzfw3jkQ4Sx8PtwJI06H776rT1jYaXlfoaG53zfO+97lqs/GjcNxu/cCNm53\nChs33kJc3IxytVE9aSIiUhEUvnwsORkmTzblIqZPh9BQuOMOeOghUyy1aA3coJnXddyWVV/x3xn/\n4NfGv9O/B8yKsXA6bXJyCi8o8HigwXcQdt01ZGbuIjNzF2lpa3C7Uzi+d30BTiAn77htZ7Bv32w2\nbfoHDRv+jbCwJoSGNsLhKHup/9yetMzMP1i3bgBnnpmA0xlZ3rcvIiLVUJWFL8uyrgAGALWASbZt\nf1lVr+2vfvkFrroqv2fL6YTrroPXXjM/r1gRHPO6ftk5h4TfhhLXaSZdmw0GIOH7OYz77C4yW+/i\nsj5wUw1wWFE0bHQjjW78gG2XHmDPuRAWAm4PNPwWurwdC/95q9Czc3KycLv3kJm5C7fbhLJt20aR\nk3O00HW27SY5+W2Sk98+fsQiNDSWsLAmeV+m56xJga/TcDojACqlJ01ERKqnMoUvy7ImA5cDe23b\n7lzg+KXAK5iuhom2bT9T0jNs2/4U+NSyrDrAC0C1C1+5JSP++U9TNmLu3MLnPR6YNcv0eDVsGPjz\nt2jYkMNHU9gyAxpGwJb1V3DkQpg7xKJuT5thF4LTghrhZ9G85b3Ur3+lCTs/vE5nTzqHfmhLtjuZ\n8PDGxP1rM4wu3tPkcLgID29KeHjTvGNOZ022bLmXnJz0AtfVoFmzUURFxZOZmXQ8qCWRmZnEsWNb\nOXhwKdnZfxZ7fkhIXRyOGrjdyYAHyO1J+5QdO56iSZN7CQmpVaG/Ng1viogEt7L2fE0FXgem5R6w\nLMsJvAFcBCQBP1uWNRcTxMYWuX+4bdt7j3//+PH7qp077zQlI5Ytg9q1TVHUdeuCtFwEQEoKs8ZD\n0zCzarF2OKS/Bf2dNhkZoTSsO5xW7R4iIqJVsVudzkh6dvsqL4SczBBfo0bDOXDgC/btm4ttZ2BZ\n4dSrN5AWLR4v9T6PJ/34kGZSgT+TSE6eSG7wymXbmezY8S927PgXTmfNIj1mxXvTXK56WEX3eiqh\nDRreFBEJbmXeWNuyrBbA/NyeL8uyzgZG27Z9yfGfRwHYtl00eOXebwHPAF/Ztr2olNcZAYwAiI2N\n7TljRsUN7aSlpVGzZs0Ke15ZmBWItZk8uQUJCbUBcDpzmDr1J554Io6tW6OK3dOmzREmTFhVpe2s\nDHs/6EP0tfmrFgE8Nvz5LdQ/fxEmp1eWY8DNwF6gATAFiDjFZy0AXgMyChwLBS4BmgCpRb72Y+ac\nFeQCYop81S/yc23gKeB7wH38Nc4B/n2K7a4cvvgciQQTfYaCV58+fcq0sXZ55nydBvxR4Ock4KxS\nrr8HuBCItiyrjW3bb3u7yLbt8cB4gPj4eLsid36vip3kc4cWZ8yAtWvhqafMHK0aNcycLo8HnE4H\nK1b0YsuWkp4SBVRuOytTjsfD4vl3UGcouIoUM3FaEHIW9O7dr9LbkZ7+dQUN3/UmISGxUE9a/fqD\nS5zzlZOTTVZWSrEetPyv38nMXIZtF5nQR27PWO7/ELmxrO+Ijf0fsbHX563wdDprlOO9lF9VfI5E\ngpk+Q1JlE+5t234VeLWqXs9XnnwSvv0WunaF1FRo2tTsw/jkkyZ4QfCWjMjxePhy9t9Iccyked0c\njmaZ4wUDWEY2ZH2M6TSqZJGRcZx5ZsVsL9Shw2R++qkTmZl/EBoaS4cOk0q81uEIyQtKJbHtHLKy\n9hUIZLv4/fcHvSwUyGLPngns2TMh75jTGV2g1EZjL983xuWKxeGomI+35qCJiFSs8vztvAtoWuDn\nJsePVRu5vVwzZ0JMDEycCO+8Y4Ya9+2DF1+Eu++G++83pSQKCuS5XUVXL3qy3Sz4+FoOhc2lSX2b\nGkdhz84zGHz7z0x/FZq2MkOPmR5I2g63TuB432bgcDojOf30Bac0B80by3IQGtqA0NAGREX1AMDh\nCCthocBjREefdbwXbXfeqs7MzN0cPbqBzMz8xQD5HISGNixU/8zb9yEh0aXORfM2B01ERMqnPOHr\nZ6CtZVktMaFrGHB9hbQqQOQWR73hBti1CzZuzD/ncsHvv5u6XcFSMsLb6sVNT0H2AGgcC0fTIPWP\ncxl09XzCakTDww259oEUvpwBrgg4kgnXPgDExvr6nZySiuxJ86bkhQKPlnqfbXtwu1MLhTLz/W4y\nM3eRkfE7hw59S3b2gWL3Ohw1CoSyxgUK15rvExPHFiuxAXdUzi9ARKSaKNOEe8uyPsBMQqoPpAD/\nsW17kmVZ/YFxmJnTk23bfrpCGmVZA4GBbdq0uW1LyROjTlpFjrMnJkLbtpB1fGitTRtzLPdngIgI\n2LYtiIYWLYuJ4/N7snJss4ox+RCEp13E5UNm4wor3iPkrc6XeOfxpOcNb4aFNavQ1Y4ezzHc7t15\noaxgQDPHTXiz7cxSnuIA2tGkyaWEhjbE5YolNLQhoaGxx3+OqbDhTpFgpTlfwcuyrIqbcG/b9nUl\nHF+AWQpWoWzbngfMi4+Pv62in30qCg4v1q5tKtI/8kh+0AoJgbAwsyVQQYE8tOjNjDugeev8OVwO\nyxRAdS6EK98uuWxb12aD6doso8Tzkq+ihzcLPzuCiIjWRES0LvEa27bJzv6TzMxdrFlzPh7PwSJX\n5ACbSU5OwuNJ8/IEC5erfoEwVjicFfzT5aqPqVgjIlK96H9RyyB3eHHIENOTlZxcOGhlZ8NvvxXf\nCigghxa9SD+4izlzBhB7rVmtWFCoE0K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+ "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "sol1 = pp.add_solution({\n", + " 'Ca': 3.5,\n", + " 'S(6)': 3.5,\n", + " 'Br': 1e-6 # Br used as tracer for evaporation\n", + "})\n", + "\n", + "\n", + "x = []\n", + "y = []\n", + "y2 = []\n", + "\n", + "for i in range(20):\n", + " # evaporate water\n", + " sol1.remove('H2O', 55.3/20, units='mol')\n", + " sol1.desaturate('Gypsum')\n", + " x.append(sol1.total_element('Br', units='mol')/sol1.mass/1e-9)\n", + " y.append(sol1.total_element('S', units='mol')/ sol1.mass)\n", + " y2.append(sol1.total_element('Ca', units='mol')/ sol1.mass)\n", + "\n", + "\n", + "sol2 = pp.add_solution({\n", + " 'Ca': 3.5,\n", + " 'S(6)': 7.0,\n", + " 'Br': 1e-6 # Br used as tracer for evaporation\n", + "})\n", + "\n", + " \n", + "y3 = []\n", + "y4 = []\n", + "\n", + "for i in range(20):\n", + " sol2.remove('H2O', 55.3/20, units='mol')\n", + " sol2.desaturate('Gypsum')\n", + " y3.append(sol2.total_element('S', units='mol')/ sol2.mass)\n", + " y4.append(sol2.total_element('Ca', units='mol')/ sol2.mass)\n", + "\n", + "plt.figure(figsize=[10,5])\n", + " \n", + "plt.plot(x,y, 'rs-', label='SO4(=Ca)')\n", + "plt.plot(x,y2, 'gd-', label='Ca')\n", + "plt.plot(x,y3, 'b^-', label='SO4(=2*Ca)')\n", + "plt.plot(x,y4, 'yd-', label='Ca')\n", + "\n", + "plt.yscale('log')\n", + "plt.xscale('log')\n", + "plt.legend()\n", + "plt.grid()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.6.2" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/docs/notebooks/7. Gas-Phase Calculations.ipynb b/docs/notebooks/7. Gas-Phase Calculations.ipynb new file mode 100644 index 0000000..4343340 --- /dev/null +++ b/docs/notebooks/7. Gas-Phase Calculations.ipynb @@ -0,0 +1,280 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Gas-Phase Calculations\n", + "https://wwwbrr.cr.usgs.gov/projects/GWC_coupled/phreeqc/phreeqc3-html/phreeqc3-62.htm#50528271_44022" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Populating the interactive namespace from numpy and matplotlib\n" + ] + } + ], + "source": [ + "%pylab inline\n", + "import phreeqpython\n", + "import pandas as pd\n", + "pp = phreeqpython.PhreeqPython(database='phreeqc.dat')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Add Master, Solution Species and Phases by executing PHREEQC input code" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [], + "source": [ + "pp.ip.run_string(\"\"\"\n", + "SOLUTION_MASTER_SPECIES\n", + "N(-3) NH4+ 0.0 N\n", + "SOLUTION_SPECIES\n", + "NH4+ = NH3 + H+\n", + " log_k -9.252\n", + " delta_h 12.48 kcal\n", + " -analytic 0.6322 -0.001225 -2835.76\n", + " \n", + "NO3- + 10 H+ + 8 e- = NH4+ + 3 H2O\n", + " log_k 119.077\n", + " delta_h -187.055 kcal\n", + " -gamma 2.5000 0.0000\n", + "PHASES\n", + "NH3(g)\n", + " NH3 = NH3\n", + " log_k 1.770\n", + " delta_h -8.170 kcal\n", + "\"\"\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Run Calculation" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [], + "source": [ + "# add empty solution 1\n", + "solution1 = pp.add_solution({})\n", + "# equalize solution 1 with Calcite and CO2\n", + "solution1.equalize(['Calcite', 'CO2(g)'], [0,-1.5])\n", + "\n", + "# create a fixed pressure gas phase\n", + "fixed_pressure = pp.add_gas({\n", + " 'CO2(g)': 0,\n", + " 'CH4(g)': 0,\n", + " 'N2(g)': 0,\n", + " 'H2O(g)': 0,\n", + "}, pressure=1.1, fixed_pressure=True)\n", + "\n", + "# create a fixed volume gas phase\n", + "fixed_volume = pp.add_gas({\n", + " 'CO2(g)': 0,\n", + " 'CH4(g)': 0,\n", + " 'N2(g)': 0,\n", + " 'H2O(g)': 0,\n", + "}, volume=23.19, fixed_pressure=False, fixed_volume=True, equilibrate_with=solution1)\n", + "\n", + "mmol = [1, 2, 3, 4, 8, 16, 32, 64, 125, 250, 500, 1000]\n", + "\n", + "# instantiate result lists\n", + "fp_vol = []; fp_pres = []; fp_frac = []; fv_vol = []; fv_pres = []; fv_frac = []\n", + "\n", + "for m in mmol:\n", + "\n", + " sol = solution1.copy()\n", + " fp = fixed_pressure.copy()\n", + " # equlibriate with solution\n", + " sol.add('CH2O(NH3)0.07', m, 'mmol')\n", + " sol.interact(fp)\n", + " fp_vol.append(fp.volume)\n", + " fp_pres.append(fp.pressure)\n", + " fp_frac.append(fp.partial_pressures)\n", + "\n", + " sol.forget(); fp.forget() # clean up solutions after use\n", + " \n", + " sol = solution1.copy()\n", + " fv = fixed_volume.copy()\n", + " sol.add('CH2O(NH3)0.07', m, 'mmol')\n", + " sol.interact(fv)\n", + " fv_vol.append(fv.volume)\n", + " fv_pres.append(fv.pressure)\n", + " fv_frac.append(fv.partial_pressures)\n", + " \n", + " sol.forget(); fv.forget() # clean up solutions after use" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Total Gas Pressure and Volume" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0,0.5,'Volume, in liters)')" + ] + }, + "execution_count": 34, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=[8,5])\n", + "\n", + "# create two y axes\n", + "ax1 = plt.gca()\n", + "ax2 = ax1.twinx()\n", + "\n", + "# plot pressures\n", + "ax1.plot(mmol, np.log10(fp_pres), 'x-', color='tab:purple', label='Fixed_P - Pressure')\n", + "ax1.plot(mmol, np.log10(fv_pres), 's-', color='tab:purple', label='Fixed_V - Pressure')\n", + "\n", + "# add dummy handlers for legend\n", + "ax1.plot(np.nan, np.nan, 'x-', color='tab:blue', label='Fixed_P - Volume')\n", + "ax1.plot(np.nan, np.nan, 's-', color='tab:blue', label='Fixed_V - Volume')\n", + "\n", + "# plot volumes\n", + "ax2.plot(mmol, fp_vol, 'x-')\n", + "ax2.plot(mmol, fv_vol, 's-', color='tab:blue')\n", + "\n", + "# set log scale to both y axes\n", + "ax2.set_xscale('log')\n", + "ax2.set_yscale('log')\n", + "\n", + "# set axes limits\n", + "ax1.set_xlim([1e0, 1e3])\n", + "ax2.set_xlim([1e0, 1e3])\n", + "ax1.set_ylim([-5,1])\n", + "ax2.set_ylim([1e-3,1e5])\n", + "\n", + "# add legend and gridlines\n", + "ax1.legend(loc=4)\n", + "ax1.grid()\n", + "\n", + "# set labels\n", + "ax1.set_xlabel('Organic matter reacted, in millimoles')\n", + "ax1.set_ylabel('Log(Pressure, in atmospheres)')\n", + "ax2.set_ylabel('Volume, in liters)')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Fixed Pressure Gas Composition" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(-5, 1)" + ] + }, + "execution_count": 41, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig = plt.figure(figsize=[16,5])\n", + "\n", + "# plot fixed pressure gas composition\n", + "fig.add_subplot(1,2,1)\n", + "pd.DataFrame(fp_frac, index=mmol).apply(np.log10)[2:].plot(style='-x', ax=plt.gca())\n", + "plt.title('Fixed Pressure gas composition')\n", + "plt.xscale('log')\n", + "plt.ylim([-5,1])\n", + "plt.grid()\n", + "plt.xlim(1e0, 1e3)\n", + "plt.xlabel('Organic matter reacted, in millimoles')\n", + "plt.ylabel('Log(Partial pressure, in atmospheres)')\n", + "\n", + "# plot fixed volume gas composition\n", + "fig.add_subplot(1,2,2)\n", + "pd.DataFrame(fv_frac, index=mmol).apply(np.log10).plot(style='-o', ax=plt.gca())\n", + "plt.title('Fixed Volume gas composition')\n", + "plt.xscale('log')\n", + "plt.xlabel('Organic matter reacted, in millimoles')\n", + "plt.ylabel('Log(Partial pressure, in atmospheres)')\n", + "plt.grid()\n", + "plt.ylim([-5,1])\n" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.6.2" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/docs/notebooks/Carbonic Acid Equilibrium.ipynb b/docs/notebooks/Carbonic Acid Equilibrium.ipynb new file mode 100644 index 0000000..b9c450f --- /dev/null +++ b/docs/notebooks/Carbonic Acid Equilibrium.ipynb @@ -0,0 +1,170 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# The Carbonic Acid/Bicarbonate/Carbonate Equilibrium $\\require{mhchem}$\n", + "\n", + "Carbonic Acid ($\\ce{H2CO3}$), Bicarbonate ($\\ce{HCO3-}$) and Carbonate ($\\ce{CO3^{2-}}$) form in water through the following equilibrium reactions:\n", + "\n", + "$$ \\ce{CO2 + H2O <=> H2CO3} $$\n", + "$$ \\ce{H2CO3 <=> HCO3- + H+} $$\n", + "$$ \\ce{HCO3- <=> CO3^{2-} + H+} $$\n", + "\n", + "The distribution of carbonic acid, bicarbonate and carbonate is dependent on the pH of the water, and is easily simulated using PhreeqPython.\n", + "\n", + "## Importing Modules\n", + "We start by importing phreeqpython package and creating a new PhreeqPython instance" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Populating the interactive namespace from numpy and matplotlib\n" + ] + } + ], + "source": [ + "%pylab inline\n", + "from phreeqpython import PhreeqPython\n", + "# create new PhreeqPython instance\n", + "pp = PhreeqPython()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Solution Definition\n", + "\n", + "We define a simple solution that contains 1 mmol of Sodium Bicarbondate ($\\ce{NaHCO3}$)" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "This solution has a pH of: 8.27 and a conductivity of: 92.97 uS/cm\n" + ] + } + ], + "source": [ + "solution = pp.add_solution_simple({'NaHCO3':1.0})\n", + "print(\"This solution has a pH of: {0:.2f} and a conductivity of: {1:.2f} uS/cm\".format(solution.pH,solution.sc))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## List Definition\n", + "We initialize four arrays, one for the pH and one for each of the different carbonate species." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "phs = []\n", + "co2 = []\n", + "hco3 = []\n", + "co3 = []" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Calculation Loop\n", + "We now iteratively change the pH to the desired value, using the **change_ph** function to dose either hydrochloric acid ($\\ce{HCl}$) or lye ($\\ce{NaOH}$). Using the **total** function we can find the total amount of carbon dioxide, bicarbonate and carbonate." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "for pH in arange(0,14.1,0.1):\n", + " # change the solution pH\n", + " solution.change_ph(pH)\n", + " # get and store the ph, CO2, HCO3 and CO3\n", + " phs.append(pH)\n", + " co2.append(solution.total('CO2')*1000)\n", + " co3.append(solution.total('CO3')*1000)\n", + " hco3.append(solution.total('HCO3')*1000)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Display Results\n", + "\n", + "Using matplotlib we can display the results:" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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HTqtk+fLTIlqubD8RPoejplWy7rG2F+n6lU+KbN2UhBQGthxY6f5rs6gVTceQ4Zzb4T/eCWT4j9sBW8ott9WfdqzpRzGzm/BaqejYsWM1Rj41//vSIvYeKg46htQTZnxRQJUVU3ExRnxcjHcfG0NCucfxcTHE+4/jYo2E2JgjHifExZAUH0ujhFgaxXu3JP9xUnzMF9MaJcSSkhRPaqM4UpPiSYqPDfpQiIhIPRB2YQpKCzhUcohDJYc4XHL4i8eHSr2fi0PFFIeLKQoVURIqoShU9MW04tCX049aJlxMKBz6svAJhyl15YqhsF8M+dPCLnz8wHLKBrcazHPnPxd0jBNW00XTF5xzzswiK5sj294TwBMAw4YNq7btnqpnrxtOafjLX8LKglVS1B+1ZGXLRLqtit8aRLxeBN8snOy2In8+lX1rcfwVK/22o9JjUz0ZjvUahh2EnX8fdpU+DjnvW6Rw2BFy3v7CzhEKe+u6io/dl9t1DkpCYUpDjpJQmJIv7o98XBpyFJSEjli2OBSmuDRMYUmIwpLwUS2iVUmIjSG1UZxXSCXFkdoonpSkONIaxdMiOZGWKYm0Sim7T6JlSqIKLRGReq40XMrewr3sK9zHvqJ93v0xHucV5XGw5CAFpQURt6IAxFkc8bHxJMYmkhCTQEJshVtMAikJKaTHppMQk0BsTCxxFkeMxRAX492Xf1w274hp/n2sxRJrsUetW9azxMww7Oj7co+9/73/vli33LTy6wJfLHPEcuW2W1GkPVBOZN1Il61suUq3V2HdJnFNIlqvtqnpommXmbVxzu3wu9/l+NO3AR3KLdfen7aNL7vzlU3/sAZyVpv+7dOCjiASkdJQmMLSMAXFIQpLQhSU+PfFIQ4Xh8grLCG/sJS8whLyCkrJLywhr9C/Lyhhx4FCDhSUkHuwiHAl//6lJMUdUUi1b9aIjumN6di8MR3TG9MmrRGxMep+KCJSW5WES9h+cDub8zazJX8L2w5uY+ehnew6vIudh3ayp2BPpa01hpGWmEbTxKakJ6XTKbUTaYlpNIlv4t3imtA4vvGXP8d7PyfHJ9MorpFXIPkFUWyMvoCTYNR00TQZuBZ4wL9/q9z0W8zsZbxBHw74hdV7wH3lBn8YB9xRw5lFGoS42BiSY2NITjy1PwuhsGPvoWJy8gvJyS9it3/LyStk98EicvKKWLRlH1OX7aC0XHUVH2t0bt6EzIwUemQkk5mRQmZGMl1aJKuYEhGpQcWhYjYe2EjWvizW7ltL1v4sNh/YzI5DOwi50BfLJcUm0bpJazKaZHBmmzNp3aQ1rRq3ollSsy8KpGZJzUhNSCUuJrDOTSLVImrvYDN7Ca+VqIWZbcUbBe8B4FUzuwHYDFzuLz4VmAisAw4D1wE45/aa2d3Af/3l7iobFEJEaqfYGKOl36LUt4rlSkNhdhwoJHvvYbL3HmZz7mHW5Rxk+fYDTF2+44suj40TYunXNo2BHdIY0L4pgzo0pX2zRhoUQ0SkGoRdmE15m1iSs4Qlu5ewdM9SNu7fSKkrBSA+Jp6uaV3p36I/X+36VTqmdqRjSkc6pHQgPSldf4ulwbDKzteo64YNG+bmz58fdAwROUkFxSHW7z7Imp35LNt2gCVb97Niex7FpV63j4zUREZ0a8FZ3Vswontz2qQ1CjixiEjd4Jxj44GNzN0+l7nb57Jk9xLyivMAb1SzAS0G0Kd5H3o060Fms0w6pnYkPiY+4NQi0WNmC5xzw467nIomEakLikvDZO3KZ9GW/Xy2IZdP1+d+MTJl15ZNOCezFRP7t2ZIx2bEqDufiMgXCkoL+Hjbx3y87WPmbp/LzkM7Aeic2pmhGUMZ2HIgA1sOpHNaZ2IsmpfwFKl9VDSpaBKp18Jhx+qd+cxdv4eP1+1h7vpcikvDtEpJZEK/1kzo15rhndOJi9UHABFpeIpDxczdPpepG6fy4ZYPKSgtICU+hdPbnM5Z7c7irLZn0S650qu4iDQoKppUNIk0KAeLSvlgdQ7vLtvBrDU5FJaEyUhN5JundeSK0zrQtqm68IlI/bdizwpezXqVGZtnkF+cT1piGud1Oo8JnScwNGOoBmQQqUBFk4omkQbrcHEps1bv5t8LtjA7azcGjOmdwaTTOzKqR0t13xOReqUkVMKMzTN4cfWLLNm9hEZxjRjbcSzndzmfM9qeoXOSRKqgoklFk4gAW/Ye5qXPs3l1/hb2HCymS4sm/O/o7lw0sK267olInZZXnMcLq17g1TWvsqdgDx1TOnJlryu5uPvFpCSkBB1PpE5Q0aSiSUTKKS4NM23FTh7/cD2rduTRtUUTbh3TgwsHttV1oESkTikoLeDFVS/y1PKnyC/OZ0S7EUzqNYkR7UZoIAeRE6SiSUWTiFQiHHZMX7mLh2dmsXpnPl1bNuFHYzO5YEAbXW9ERGq1knAJb2S9wd+X/p3dBbsZ1X4Utw6+lZ7pPYOOJlJnqWhS0SQiVQiHHe+t2MnDM9eyZlc+I7o35+6L+9G1ZXLQ0aQucQ7ytkPuWtizFvK2QbgUwiH/vhQsBlLbQlpHaNoB0jpASmuIiQ06vdQhH2/7mPvm3ceW/C0MaTWEHwz5AUMyhgQdS6TOU9GkoklEIhAKO16ct5k/TFtDUSjM98/pzs3ndCUxTh9opRKlRbDpY8h6D7Z8BnvWQcmhL+fHxEFsgncfE+vdh0qgcP+R24lLgg6nQ9ezocs50HaQiiip1IGiA/zhv39g8vrJdE3ryo+H/ZiR7UaqZVykmqhoUtEkIicgJ6+Qu95ZyTtLd9C1RRPuvaQ/Z3ZrHnQsqQ0O74XV73iF0vpZXpEU1wg6ngEte0GL7tC8B7ToASltoLIPs0UH4cBWOLAF9mfDnizY+BHkrPDmJ6VB55Ew6CrInKACSgCYvmk69867l7yiPK7vfz3fHfBdEmITgo4lUq+oaFLRJCInYXbWbu78z3K27DvMLed254djMzVQREOVux4+ewwWvQClBZDaHjLHe0VNl5EQXw3X/jqYAxvnwMbZkDUdDu70uu8N/TYMuQaSW536PqTO2Vu4l7s/vZuZ2TPpnd6bu0fcrfOWRKJERZOKJhE5SQXFIX4zeTmvzt/KiO7Nefibg2mZkhh0LKkJzkH2Z/DpI7B6CsTGw4DLYfhN0HpA5a1I1SVUCmumwn+f9IqomHjoczGcfTu01AfmhmJl7kp+OOuH5Bbk8r1B3+PavtfqgrQiUaSiSUWTiJyiV+dv4c7/LCetUTyPXDWE4V3Sg44k0bQ7C6b+2Gv5adQMTrsRTvsOpGQEk2X+07D4BSg57BVtZ/8MGjWt+SxSY95e/za/+/R3NEtqxsPnPkzf5n2DjiRS76loUtEkItVg1Y48vvfCQrL3Hub28T25aVRXnYBd35QUwEcPwcd/hoTGcM4vYMjVkNAk6GRwcDfMugcWPAuN02H0nV63PZ3zVK+UhEt4aP5D/GvVvzit9Wk8ePaDpCfpSxqRmqCiSUWTiFST/MISfvb6UqYu28k1Z3bitxf2JUbnOdUP696HKT+GfRthwDdh3D218zyiHUvg3Z9D9lzI6A8XP+KNuCd13r7Cfdz24W3M3zWfb/X+FrcNu434mPigY4k0GJEWTbpstIjIcaQkxfPoVUO4aVRXnvt0Mz96dTEloXDQseRUlBTAf74H/7rUu47SNW/BpU/UzoIJoM1AuG4qfP2fcHgPPDUO5v/TOwdL6qw9BXu4btp1LNuzjPu+ch8/G/4zFUwitZTOLBQRiYCZccf5vUhrFM8f31tDfmEpj00aQlK8uknVOQe2wsuTYMdiGPkTGPVTiE8KOtXxmUG/S6HLKHjjO/DOD71BKy54qHZ0JZQTsuvQLm6cfiO7Du/isTGPMbzN8KAjiUgV1NIkIhIhM+P753bnnq/1Y9aaHK55+nPyCkuCjiUnYvOn8MQ53nDiV7wEY+6sGwVTeU1awKTX4Jw7YOkr8I8x3sARUmfsOLiD6967jt0Fu/nb2L+pYBKpA1Q0iYicoG+d0Ym/XDGYhZv3ceUTn3HgsAqnOmH+0/DshZCYCt95H3pNDDrRyYuJhXN+Dle/AYdy4B/nwpppQaeSCGzN38q3p32b/YX7eeK8JxiSMSToSCISARVNIiIn4aKBbfnHNcPI2pXPTc/Pp6g0FHQkOZZwGKb+FN75EXQ9G77zQf257lG30fDdj6BFD3hlEqx8K+hEUoXsvGy+Pe3bHCo9xD/G/4MBLQcEHUlEIqSiSUTkJJ3bqxUPfmMg8zbu5bZXlxAO66T8Wsc5ePen8PkTcMb34apX69+1jtLawTWTod1Q+Pd1sOy1oBNJJfYX7ud/Zv4PRaEinhr3lK7BJFLHqGgSETkFFw9qxx3n92LK0h3cN3VV0HGkPOdg2h3w3yfhrFth/L319/pGSanwrTeg45neIBGLXww6kZRTHCrmB7N+wM5DO/m/0f9Hz/R60tIp0oBo9DwRkVN006iu7DhQyJMfb6RN00bc8JUuQUcS52DGnTDvcTjje3DeXd7oc/VZYjJM+je8fKU3nHqoGIZ+O+hUDZ5zjt99+jsW5izk9yN/z6BWur6WSF2kliYRkVNkZtx5QR8m9G3NPVNWMmXpjqAjNWzOwQd3w9z/g9NuhPH31f+CqUxCY7jyFeg+Ft7+ASx4NuhEDd6Ty55k8vrJfG/g95jYtQ4PPiLSwKloEhGpBrExxsNXDGJox2b86JXFLN6yP+hIDdecP8JHf4Ih18L5f2w4BVOZ+CS44gXoNgam3AYb5wSdqMGatmkaf130VyZ2mcjNA28OOo6InAIVTSIi1SQpPpZ/XDOMlimJ/O9LC3UNpyCseBNm3QsDr4QLHoaYBvrPXFwifOOfkN4NXrnauy6V1Khlu5fxq49/xaCWg7hrxF1YQyveReqZBvqviYhIdDRrksBfrxzE9v2F3PH6MpzTiHo1ZtdK+M/3ocPpcOFfG27BVCYpDa562Wtpe+lKKDwQdKIGI784n5/O+SktGrXgL6P/QmJsYtCRROQUNfB/UUREqt/QTun8ZFxPpizbwYufZwcdp2Eo2O9dpygxGb7xLMQlBJ2odkjvCpc/B3vXw2vXQ1jXE6sJ9827j52HdvLAyAdIT0oPOo6IVAMVTSIiUfDdUV0ZldmSu95eyeqdeUHHqd/CYW+Y7f3ZXoGQ2iboRLVLl1Ew8Y+wbiZMvzPoNPXe1A1TeWfDO3x3wHc1Up5IPaKiSUQkCmJijIcuH0hqo3i+/8JCDheXBh2p/pr9AKydDhMegI5nBJ2mdhp2PQy/CT57FBa9EHSaemv7we3c89k9DGw5kO8M+E7QcUSkGqloEhGJkhbJiTz8zUFs2HOI37y1Iug49dPqqTD79zBokje8uBzb+Puh80h493bYtynoNPVOKBzijo/uIORC3D/yfuJidClMkfpERZOISBSN6N6CW87tzr8XbOXdZbp+U7XK2w5v3gxtBsFXH2p4Q4ufqNg4+NrjYDHexW/D4aAT1StPL3+ahTkL+eUZv6RDSoeg44hINVPRJCISZT8Y04M+bVL57dsryNcw5NXDOXjnRxAqhq8/7V2bSI6vaQevG+PmT+Czx4JOU28s37OcxxY/xvjO47mw64VBxxGRKFDRJCISZXGxMdx3aX9y8ov40/SsoOPUD8teg6xpMOZOaN4t6DR1y6CroOdEeP8uyFkddJo6ryRcwp2f3El6o3TuPONOXY9JpJ5S0SQiUgMGdWjK1Wd04tlPN7F06/6g49RtB3Pg3Z9C+9Pg9JuDTlP3mMGFf/GGZ3/zuxBS6+epeHn1y6zbv45fDP8FaYlpQccRkShR0SQiUkN+Mr4nLZMT+cWbyygN6XySkzb1p1B8CC5+FGJig05TNyW3ggv+DDsWw0d/CjpNnbWnYA+PLX6MEW1HMLrj6KDjiEgUqWgSEakhqUnx/PrCPizflsdzn24OOk7dtPItWPkfOPtn0LJn0Gnqtj4Xw4Bvwpw/wvZFQaepkx6a/xCFoUJ+Pvzn6pYnUs+paBIRqUFf7d+GszNb8qfpa9hxoCDoOHXL4b0w5SfQegCM+EHQaeqH8/8ATVrB5P+FcCjoNHXKwl0LeXvD21zX9zo6p3UOOo6IRJmKJhGRGmRm3H1xP0qart5wAAAgAElEQVTDjt9O1rWbTsi0O6Bgr9ctLzY+6DT1Q6OmMP4e2LkMFv0r6DR1Rmm4lHvn3UvrJq25sb+uDybSEKhoEhGpYR2bN+bWMT14b8UuZq3OCTpO3bB5Lix9GUb8ENoMCDpN/dL3Uuh4JnxwNxTmBZ2mTnhlzStk7cvi9tNup3F846DjiEgNUNEkIhKA74zsSqfmjfn9tNWEwy7oOLWbczD9V5DSBkb+OOg09Y8ZTLgfDu3xzm+SKu0p2MMjix7hzDZnMrbj2KDjiEgNUdEkIhKAhLgYbjsvk9U785m8ZHvQcWq3FW/AtgUw+leQoG/1o6LtYO/6TZ89Drnrg05Tq/114V8pDBVyx+l3aPAHkQZERZOISEAuHNCW3m1SeWhGFsWlGoK8UqVFMPN30KovDLwy6DT125hfQ2wCzPh10ElqrY0HNvLW+re4steVdEnrEnQcEalBKppERAISE2PcPqEn2XsP88p/s4OOUzv990nYvxnG3a1rMkVbSmsYeRusfgc2zA46Ta30+JLHSYxN5IZ+NwQdRURqmIomEZEAnZPZkuFd0vnL++s4XFwadJzapWAfzP4DdBsN3ccEnaZhOPMWaNrRG6kwpPdjeWv3rWXaxmlc1esqmjdqHnQcEalhKppERAJkZvxsQk/2HCzin59sCjpO7TLnQSg8AOfdHXSShiM+yTveOStg4bNBp6lVHlv8GE3im3Bdv+uCjiIiAVDRJCISsKGd0hnbuxV/m72e/YeLg45TO+zbBJ8/AYMmQet+QadpWPpcDB3Pgtm/hxJdgBlgVe4qZmbP5Oo+V5OWmBZ0HBEJgIomEZFa4Cfje3KwqJTHZ2vkMgDevxssFkb/MugkDY8ZnHsHHNwFC58POk2t8OjiR0lNSOXqPlcHHUVEAqKiSUSkFujVOpWvDWrHM59sYueBwqDjBGvnMlj+Gpz5fUhtG3SahqnzSO+Ct5887I1g2IAt3b2U2Vtn8+2+3yYlISXoOCISEBVNIiK1xG3nZRIKO/7W0FubPv4zJCTDWbcEnaThMoNRP4W8bbD4haDTBOrRxY/SLLEZk3pPCjqKiAQokKLJzH5kZivMbLmZvWRmSWbWxczmmdk6M3vFzBL8ZRP9n9f58zsHkVlEJNo6pDfmokFteeW/WxruuU2562HFm3DaDdCoWdBpGrZuo6HdMK+IDZUEnSYQC3YtYO72udzQ/wYax+vCyiINWY0XTWbWDrgVGOac6wfEAlcAvwf+7JzrDuwDyi6CcAOwz5/+Z385EZF66aZRXSkoCfGvzzYHHSUYn/wFYuLhjO8HnUTM4OzbYX82LH0l6DSBeHzx47Ro1ILLe14edBQRCVhQ3fPigEZmFgc0BnYAo4HX/PnPAl/zH1/s/4w/f4yZWQ1mFRGpMb1ap3JOz5Y8M3cThSWhoOPUrLwdsOQlGDwJUjKCTiMAPcZBm4He8O8N7LpNq3JXMW/nPK7pcw2N4hoFHUdEAlbjRZNzbhvwIJCNVywdABYA+51zZX+RtwLt/MftgC3+uqX+8rqqnIjUWzeN6sqeg8W8sXBb0FFq1qePQDgEZ90adBIpYwajbod9G2H560GnqVHPr3yexnGNuSzzsqCjiEgtEET3vGZ4rUddgLZAE2BCNWz3JjObb2bzd+/efaqbExEJzJldm9O/XRpPfrSBUNgFHadmHN4L8/8J/S6D9C5Bp5Hyek6EVn3howe9orYB2HVoF+9ufJdLe1xKakJq0HFEpBYIonveWGCjc263c64EeAMYATT1u+sBtAfKvmLdBnQA8OenAbkVN+qce8I5N8w5N6xly5bRfg4iIlFjZnz37K5s2HOIGSt3BR2nZnz+BJQcgq/8KOgkUlFMDIz6CezJgpVvBZ2mRry85mXChLmq91VBRxGRWiKIoikbOMPMGvvnJo0BVgKzgK/7y1wLlP1lnuz/jD//A+dcA/nqVUQaqgl9W9MhvRF/n7Oeev8nr+ggzPsbZJ4PGX2CTiOV6XMxtOgJH/0J6vn78XDJYV5d8yqjO4ymQ0qHoOOISC0RxDlN8/AGdFgILPMzPAH8DLjNzNbhnbP0lL/KU0Bzf/ptwM9rOrOISE2Li43hOyO7sih7P/M37ws6TnQtfBYK9sHIHwedRI4lJta7btau5bD5k6DTRNXk9ZPJK87jmr7XBB1FRGqRQEbPc879xjnXyznXzzl3tXOuyDm3wTk33DnX3Tn3Dedckb9sof9zd3/+hiAyi4jUtG8M7UCzxvH8fXY9/rNXWgRzH4HOI6HDaUGnkar0/4Z37ax5fw86SdSEXZjnVz5P/xb9GdRyUNBxRKQWCWrIcREROY5GCbFcc2ZnZq7axbqcg0HHiY6Vb0H+dhjxw6CTyPHEN4Ih18DqKXBga9BpomL2ltlk52dzTZ9r0NVNRKQ8FU0iIrXYNWd2IjEuhn9+sjHoKNHx3ychvRt0Gx10EonEaTcCDv771HEXrYueW/kcbZq0YWynsUFHEZFaRkWTiEgt1jw5kQsGtOU/i7ZxsKieXVx0x1LYMg9Ou8EboU1qv6YdvSHIFz4LJYVBp6lWK3JXMH/XfCb1nkRcTNzxVxCRBkX/SomI1HJXnd6RQ8UhJi/eHnSU6jX/KYhrBIM0rHOdMvwmOJxb7y52W3Yx20t7XBp0FBGphVQ0iYjUckM6NqVX6xRe/Hxz0FGqT+EBWPoq9L/MG1xA6o4uo6Blb/j87/Vm+PG9hXt5b9N7fK3710hJSAk6jojUQiqaRERqOTNj0ukdWb4tj6Vb9wcdp3oseRlKDvvnyEidYgbDvwM7lsCWz4NOUy3eXv82peFSvp759eMvLCINkoomEZE64OLB7WgUH8sLn2UHHeXUOecNANFuKLQdHHQaORkDvgmJaV5rUx3nnOP1ta8zoOUAejTrEXQcEamlVDSJiNQBqUnxXDyoLZOXbCevsCToOKdm00ewJ0utTHVZYjIMudobMj5vR9BpTsminEVsPLCRr/dQK5OIHJuKJhGROuKq0ztSUBLiP4u2BR3l1Pz3Se88pr6XBJ1ETsVpN0I4BAv+GXSSU/L62tdpHNeY8Z3HBx1FRGoxFU0iInXEgPZN6dculRfnZePq6gn4eTtg1Tsw+FvexVKl7krvApnjYf4/IVQ3Wz/zivOYvmk6E7tOpHF846DjiEgtpqJJRKQOmXR6J1bvzGdhdh0dEGLhs+BCMOz6oJNIdRhyLRzKgXUzg05yUqZumEphqFBd80TkuFQ0iYjUIRcNbEtyYhwvzKuDw4+HSmDBM9B9LKR3DTqNVIce50GTlrDoX0EnOSlvrH2Dns160qd5n6CjiEgtp6JJRKQOaZIYx8WD2jJl6Q72Hy4OOs6JyXoP8nfAsBuCTiLVJTbeG0kvaxoc2hN0mhOyIncFq/au4rLMyzCzoOOISC2noklEpI656vSOFJWGeX1hHRsQYslL0KQV9BgXdBKpToO/BeFS72LFdcjrWa+TGJvIV7t+NegoIlIHqGgSEalj+rZNY0D7NF5fsDXoKJE7lOu1NA24HGLjgk4j1alVb2g7BBa/4F2Dqw44XHKYqRunMq7TOFITUoOOIyJ1gIomEZE66JLB7Vi5I481O/ODjhKZ5a9DuAQGXhF0EomGwZNg13LYsSToJBF5b9N7HCo5xGWZlwUdRUTqCBVNIiJ10IUD2xIbY7yxqI60Ni15ETL6Q+v+QSeRaOh3GcQmeq1NdcAba9+gc2pnhrQaEnQUEakjVDSJiNRBLZITOTuzJW8t2k4oXMu7ROWshu2LYNCVQSeRaGnUDHpfAMv+DaVFQaepUnZeNot3L+aSHpdoAAgRiZiKJhGROuqSwe3YmVfIvA25QUep2pKXwGKh/zeCTiLRNOgqKNgHa6YGnaRKUzZOwTAmdpkYdBQRqUNUNImI1FHn9ckgOTGONxbV4lH0wiFvVLXuYyG5VdBpJJq6ngup7WBR7e2i55xj6oapDM0YSusmrYOOIyJ1iIomEZE6Kik+lvP7tebdZTsoKA4FHadyG2dD/nYNANEQxMR6r/P69yFve9BpKrUydyWb8jZpmHEROWEqmkRE6rBLhrTjUHGI6St3Bh2lcotfgqQ06KmuUA3CoEngwrDk5aCTVGrKxinEx8RzXqfzgo4iInWMiiYRkTrsjC7NaZuWxJu1sYteUT6sehv6XgrxSUGnkZrQvBt0PLNWXrMpFA4xbeM0RrYbSVpiWtBxRKSOUdEkIlKHxcQYFw9ux0dr97A7v5aNWrbyLSgtgIEaNa9BGXgl5K6DHYuDTnKEz3d+zu6C3eqaJyInRUWTiEgdd+ngdoTCjreX1LLzSBa/BOldocPwoJNITep9IcTEeRc0rkWmbJhCcnwyo9qPCjqKiNRBKppEROq4Hhkp9G2bWru66O3bDJs/9loddC2chqVxOnQbA8vfhHA46DQAFJYWMjN7JmM6jiEpTl1FReTEqWgSEakHLhncjmXbDrAuJz/oKJ7lr3n3Ay4PNocEo99lkLcVtn4edBIA5mydw6GSQ+qaJyInTUWTiEg9cNGgtsQYvLGwlrQ2rXgT2g2DZp2DTiJB6Hk+xCXVmi56UzZMoWWjlgxvra6iInJyVDSJiNQDrVKSGNG9Be8s3YELetSyPetg5zLod2mwOSQ4SanQY5xXPIdKA41yoOgAH237iAldJhAbExtoFhGpu1Q0iYjUE1/t34bsvYdZsT0v2CAr3vTu+1wcbA4JVr/L4NBu79y2AM3YPIOScIm65onIKVHRJCJST4zr25rYGGPKsh3BBlnxJnQ4A9LaB5tDgtVjHCQkB95Fb8qGKXRO7Uyf9D6B5hCRuu24RZOZJZnZ183sL2b2bzN7zsxuN7O+NRFQREQik94kgbO6NWfqsgC76O1eAzkroO8lwexfao+ExtBzIqycDKXFgUTIOZzDgl0LmNh1IqZRHEXkFFRZNJnZ74BPgDOBecDfgVeBUuABM5thZgOinlJERCIysX8bNucG2EVvxZuAqWueePpdBoX7YcOsQHb/fvb7OBzjO40PZP8iUn8cr6Xpc+fcUOfcj51zLzrnZjrn3nHOPeScuxCYBCTUQE4REYnAeL+L3tSguuiteBM6nQWpbYLZv9Qu3UZDUlpgXfRmbJ5Bt7RudG3aNZD9i0j9UWXR5Jybcpz5Oc65+dUbSURETlZZF70pQXTRy1kFu1era558KS4Bel8Eq6dASUGN7jq3IJcFuxZwXufzanS/IlI/Ha973ttmNvlYt5oKKSIikQusi97yN8BivA/JImX6XQbFB2Ht9Brd7QdbPiDswoztOLZG9ysi9VPcceY/WCMpRESk2ozv25pf/Wc5U5ftoF+7tJrZqXN+17wRkJJRM/uUuqHzSGjS0uuiV4Pnus3YNINOqZ3IbJZZY/sUkfrreN3zZpfdgE+BXP82158mIiK1THqTBM7sWsOj6O1aAblrdUFbOVpsHPT5GmS9B0UHa2SX+wv38/nOzzmv03kaNU9EqkVE12kys3OAtcCjwGNAlpmNimIuERE5BRP7t2FT7mFW7qihLnor1DVPqtD3a1BaCOtm1MjuZm2ZRciFOK+TzmcSkeoR6cVt/wSMc86d7ZwbBYwH/hy9WCIicirG982ouVH0yrrmdRkFTVpEf39S93Q8Exq3gFVv18juZmyeQbvkdvRO710j+xOR+i/SoineObem7AfnXBYQH51IIiJyqponJ3JG13SmLtsZ/S56O5fC3g3QV13z5BhiYqHXRMiaDqVFUd1VXnEen+74VF3zRKRaRVo0zTezJ83sHP/2D0BDjYuI1GIT+7dh455D0e+it/ItsFjofWF09yN1W++LoDgfNkT3lOjZW2ZTGi5V1zwRqVaRFk3/A6wEbvVvK/1pIiJSS03o25oYI/pd9Fa9A51HQOP06O5H6rYuoyAhBVZF94ol0zdPJ6NxBv1a9IvqfkSkYYmoaHLOFTnnHnLOXerf/uyci277uoiInBKvi15z3l2+M3o72bMW9qyBXmplkuOIS4TM8bBmKoRKo7KLQyWHmLttLud1Oo8Yi/R7YRGR44t09LwLzGyRme01szwzyzezGr5qooiInKjxfVuzYfch1uVEaajnshP7e02Mzvalful9IRzOhexPo7L5OVvnUBwuVtc8Eal2kX4N8zBwLdDcOZfqnEtxzqVGMZeIiFSD8/p4F5qdsXJXdHawegq0HQxp7aOzfalfuo+FuKSojaI3Y/MMWjZqyaBWg6KyfRFpuCItmrYAy12NXSVRRESqQ9umjejfLo3pK6PQRS9vO2ybD70uqP5tS/2UmAzdxsDqd7yh6qtRQWkBH239iNEdR6trnohUu0j/qtwOTDWzO8zstrJbNIOJiEj1GNcng0XZ+8nJK6zeDa+e4t1r1Dw5Eb0vhLxtsH1htW527va5FIYKGdtpbLVuV0QEIi+a7gUOA0lASrmbiIjUcuP6tgZgxqpq7qK3+h1o3h1aZFbvdqV+yxzvDVFfzV30ZmXPIiUhhaEZQ6t1uyIiAHERLtfWOaexO0VE6qDMjGQ6NW/M9BW7mHR6p+rZaME+2PQxnHkL6AKiciIap0OXkbByMoz5TbW8f0LhEHO2zmFku5HEx8RXQ0gRkSNF2tI01czGRTWJiIhEhZkxrk8Gn67PJb+wpHo2mjUdwqXqmicnp/eFsHc97F5dLZtbvHsx+4r2cW7Hc6tleyIiFZ3IxW2nmVlBdQw5bmZNzew1M1ttZqvM7EwzSzezGWa21r9v5i9rZvZXM1tnZkvNbMjJ7ldEpKEa17c1xaEws7N2V88GV78Nya2hrf4ky0nodQFg1dZFb1b2LOJi4vhK269Uy/ZERCqK9OK2Kc65GOdco2oacvwvwDTnXC9gILAK+DnwvnOuB/C+/zPA+UAP/3YT8Pgp7FdEpEEa0rEZzZskMH1FNZzXVFIA696HXl+FGI1SJichpTV0GF4tRZNzjllbZnF669NJTkiuhnAiIkeL+F87MxtgZheZ2aVlt5PZoZmlAaOApwCcc8XOuf3AxcCz/mLPAl/zH18MPOc8nwFNzazNyexbRKShio0xxvbOYNbqHIpLw6e2sfWzoOQw9NZQ43IKel8IO5fCvs2ntJkNBzaQnZ/NuR3UNU9EoieiosnMngaeBi4DLvRvJ/uvZRdgN/BPM1tkZk+aWRMgwzm3w19mJ5DhP26Hd52oMlv9aRUz3mRm881s/u7d1dT9RESkHhnXN4P8olI+25B7ahta/Q4kpkHnkdUTTBqmnhO9+6xpp7SZD7I/AOCcDuecYiARkWOLtKXpDOfcMOfctc656/zb9Se5zzhgCPC4c24wcIgvu+IB4F9E94Sueuece8LPOKxly5YnGU1EpP4a0b0FjRNiT+1Ct6FSWPOuN2x0rEYpk1PQvBs07+G9n07BrC2z6Ne8HxlNMo6/sIjISYq0aPrUzPpU0z63Aludc/P8n1/DK6J2lXW78+9z/PnbgA7l1m/vTxMRkROQFB/L2ZktmbFyF+HwCX0v9aXsT6Fgr7rmSfXoOcEbur7w5MaWyjmcw7I9yzRqnohEXaRF03N4hdMafwS7ZWa29GR26JzbCWwxs57+pDHASmAycK0/7VrgLf/xZOAafxS9M4AD5brxiYjICTivTwa78opYuu3AyW1g9RSITYRuY6o3mDRMPSdCuATWv39Sq3+45UMAnc8kIlEX6cVtnwKuBpYBp3gGMQD/C7xgZgnABuA6vALuVTO7AdgMXO4vOxWYCKwDDvvLiojISRjdqxWxMcb0FTsZ1KHpia3sHGS9C13PhkSNUibVoP1waNQM1kyDvpec8OqztsyifXJ7ujftHoVwIiJfirRo2u2cm1xdO3XOLQaGVTLrqK8u/fObvl9d+xYRaciaNk7g9C7pTF+5i9sn9DqxlXevgX2b4Kxbo5JNGqDYOOgxDtZOh3AIYmIjXvVQySHm7ZjHFb2uwMyiGFJEJPKiaZGZvQi8DRSVTXTOvRGVVCIiEjVjemdw9zsryc49TMfmjSNfMcs/YT9zQnSCScOUOQGWvgJbPodOZ0a82sfbPqYkXKKueSJVKCkpYevWrRQWFgYdJXBJSUm0b9+e+PiTG8Qo0qKpEV6xNK7cNAeoaBIRqWPG9m7F3e+sZOaqXVz/lS6Rr7hmGrQeAGlHXfVB5OR1HwMxcV5RfgJF06wts0hLTGNwq8FRDCdSt23dupWUlBQ6d+7coFtknXPk5uaydetWunQ5gX/3yoloIIhyw4xfVw1DjouISIA6NW9C91bJvL96V+QrHcqFrZ9Dz/OjF0wapqQ06PyVExp6vCRcwpytczi7/dnExUT6/a9Iw1NYWEjz5s0bdMEEYGY0b978lFrcqiyazOxXZpZexfzRZqZxZ0VE6pgxvVsxb8Ne8gpLIlth3QxwYXXNk+jIPB/2ZEHu+ogWX7RrEfnF+eqaJxKBhl4wlTnV43C8lqZlwNtm9r6Z/dHMbjezX5vZ82a2DLgQmHecbYiISC0ztncGpWHHR1l7IlthzbuQnAFtBkU3mDRMPf1iPGtaRIvP3jqb+Jh4zmp7VhRDiUh12LlzJ1dccQXdunVj6NChTJw4kaysLFasWMHo0aPp2bMnPXr04O6778Yb/w1eeOEFBgwYQP/+/TnrrLNYsmRJwM/iOEWTc+4t59wI4GZgBRAL5AH/AoY7537knNsd/ZgiIlKdBndoStPG8by/KoIueqXFsO59yBwPMZFe3k/kBDTrDC17R9xFb/bW2QxvPZzG8ScwkImI1DjnHJdccgnnnHMO69evZ8GCBdx///3s2rWLiy66iJ///OesWbOGJUuWMHfuXB577DEAunTpwuzZs1m2bBl33nknN910U8DPJPJzmtY6555xzt3vnHvYOfeec64g2uFERCQ64mJjOLdnK2atySEUdlUvvPkTKM73ulCJREvPCZD9KRTsr3KxjQc2sjlvM2d3OLuGgonIyZo1axbx8fHcfPPNX0wbOHAgWVlZjBgxgnHjvDHmGjduzCOPPMIDDzwAwFlnnUWzZs0AOOOMM9i6dWvNh69AZ0+KiDRQY3q34s1F21iYvY/TOh/z9FWvy1RcEnQ9p6aiSUOUeT58/GdYNxP6f/2Yi83ZOgeAs9uraBI5Eb97ewUrt+dV6zb7tE3lNxf2Peb85cuXM3To0KOmr1ix4qjp3bp14+DBg+Tl5ZGamvrF9Keeeorzzw/+Szv1sxARaaBGZbYkLsaYWVUXPee8LlNdzoYEdYWSKGo/DBq3OO55TR9u+ZAezXrQNrltDQUTkaDMmjWLp556it///vdBR1FLk4hIQ5WaFM/pXdP5YFUOd5zfu/KFdq+G/ZvhKz+s2XDS8MTEeufNrX4HQiUQe/QFKA8UHWBRziKu76ernoicqKpahKKlb9++vPbaa0dN79OnD3PmzDli2oYNG0hOTv6ilWnp0qXceOONvPvuuzRv3rxG8lYlopYmM2tpZr8wsyfM7OmyW7TDiYhIdI3ulcHanINk5x6ufIGyE/M11LjUhMwJUHgAsj+rdPYn2z4h5EKMaj+qhoOJyMkYPXo0RUVFPPHEE19MW7p0KT179uTjjz9m5syZABQUFHDrrbdy++23A5Cdnc2ll17K888/T2ZmZiDZK4q0e95bQBowE5hS7iYiInXY2N6tAI7dRS9rGrQZCKnqCiU1oNtoiE04Zhe9D7d+SHpSOv1b9K/hYCJyMsyMN998k5kzZ9KtWzf69u3LHXfcQevWrXnrrbe455576NmzJ/379+e0007jlltuAeCuu+4iNzeX733vewwaNIhhw4YF/Ewi757X2Dn3s6gmERGRGtepeRO6t0rm/dW7uP4rXY6ceWgPbPkcztaff6khicnQeaTXwjn+3iNmlYRL+Hjbx5zb4VxiY2IDCigiJ6pt27a8+uqrlc778MMPK53+5JNP8uSTT0Yx1YmLtKXpHTObGNUkIiISiDG9WzFvw17yC0uOnLF2OuC+vPCoSE3oeT7sXQ971h4xeXHOYvKL8zmnwznB5BKRBi3SoukHeIVToZnl+7fqHbNQREQCMbZ3BqVhx5ysPUfOWPMupLSBNoOCCSYNU9n5cxUudDt7y2ziYuI4q+1ZAYQSkYYu0ovbpjjnYpxzSf7jFOdc6vHXFBGR2m5wh6Y0bRzP++XPayotgvUfeKOZmQUXThqeph0go//RRdPW2ZyWcRpN4psEFExEGrKIr9NkZheZ2YP+7YJohhIRkZoTFxvDuT1bMWtNDqGw8yZu+hiKD3oXHBWpaT0nwJbP4PBeADbnbWZT3ibO7qAL2opIMCIdcvwBvC56K/3bD8zs/mgGExGRmjOmdyv2HS5hYfY+b0LWNIhrBF31IVUCkHk+uDCsnQF4F7QFOLu93o8iEoxIW5omAuc55552zj0NTAC+Gr1YIiJSk0ZltiQuxnh/VQ445xVNXc+B+EZBR5OGqO1gSM6ALK+L3pytc+jetDvtU9oHHExEGqqIu+cBTcs9TqvuICIiEpzUpHhO75rundeUswr2Z3vnM4kEISbGe/+te5+8w7ks3LVQrUwidVRycvIRPz/zzDNfXI8J4LnnnqNfv37079+fwYMH8+CDDwLgnOOee+6hR48eZGZmcu6557JixYov1pswYQIDBw6kb9++3HzzzYRCoag+j0iLpvuBRWb2jJk9CywA7j3OOiIiUoeM7pXB2pyD7F882ZuQqaHGJUCZ50NRHp8sfYZSV6qhxkXqoXfffZeHH36Y6dOns2zZMj777DPS0ry2mUcffZS5c+eyZMkSsrKyuOOOO7jooosoLCwE4NVXX2XJkiUsX76c3bt38+9//zuqWSMdPe8l4AzgDeB14Ezn3CvRDCYiIjVrbO9WABStnOINM57aJuBE0qB1PQfikvhw03SaJTajf4v+QScSkWp2//338+CDD9K2bVsAEhMT/7+9O4+Pqr73P/76zmTfWAIJS9i3EBZZoqKoILlRr34AACAASURBVKBsFtSqdWu1Wpdbq1Vbrba9vbWL1dbq7e/azbZarVqtC6KgYAFBUQuybwk7hLAkrCH7MvP9/XEmEDCEBGZyZpL38/GYx5xtznmHCTP5nPM93y933HEHAE8++STPPvssCQkJAFx++eVceOGFvPLKKwCkpDgdedfU1FBVVYUJcU+vUQ2tNMZkWmtzjTEjAovyA89djDFdrLUrQppORESaTY/URLI71NCxaC0Mf8TtONLaxSRQ0/MSFpfnMrbfNLwer9uJRCLbB4/AvrXB3WenITD5iQY3KS8vZ9iw4+P9HTp0iGnTpgGwbt06Ro4c+aXXHD16lNLSUnr37n3C8uzs7BOa6E2cOJGlS5cyefJkrrnmmrP5SU6rwaIJeBC4E/htPessMC7oiURExDW3pm3CU2Ip7TkBjYYjblvZbQhHd+QyNqWv21FE5AzFx8ezatWqY/N///vfWbZsWVD2PXfuXCoqKrjppptYsGABl112WVD2W58GiyZr7Z2BycnW2oq664wxcSFLJSIirrjQt4y9tj0rirqoi1Rx3aIoP9HWcuHhQrejiES+01wRcsOgQYNYvnw548adeB0mJSWFxMREtm3bdsLVpuXLlzNmzImdwsTFxTF9+nRmzpxJZmYmX/nKVwC4++67ufvuu4OWtbEdQXzWyGUiIhKpaippt3cxi81I5ufqj1Rx36LC5ZzrjyZxy3y3o4hICDz66KM89NBD7Nu3D4Cqqir++te/AvDQQw9x3333UV5eDsC8efNYvHgxN954IyUlJezduxdw7mmaPXs2mZmZdOvWjVWrVrFq1aqgFkxw+nuaOgFdgXhjzHCg9g6rFCAhqElERMRdOz7BVJVwJGM8H20sxOe3eD2hvbFW5FR2FO1gx9Ed3NAhG1bMgNIDkNjB7VgiEkRTpkyhoKCACRMmYK3FGMNtt90GwL333svhw4cZMmQIXq+XTp06MXPmTOLj4ykoKGDatGlUVlbi9/u59NJLg14kncxYa0+90phbgFuBbKBu48Ni4O/W2rdDmu4MZWdn22C1lRQRaTVmfx9Wvsz7Uz/j26/n8MbdF3Buz/Zup5JW6sX1L/LUsqeYc9HTdP3HNXDlH2HYjW7HEokoOTk5DBw40O0YYaO+fw9jzHJrbfbpXttg8zxr7YvW2kuBW621l9Z5TAvXgklERM6AtbBpDvS5lIsGdiPKY5ifoyZ64p6FuxbSt21fuvaeAMldYOMHbkcSkVasseM0vWWMmWqMedgY85PaR6jDiYhIMylYD0W7oP8kUuKiOb93e+bnFLidSlqposoiVhaudAa0NQb6T4StC6Cm0u1oItJKNapoMsb8CfgacC/OfU3XAj1CmEtERJrTpsBZ/P4TARiXmc7mwhLyDpa5GEpaq8W7F+OzPsZkBHrJ6j8Jqkpg56fuBhORVquxveddaK39BnDYWvsYcAHQP3SxRESkWW2cA11GQHInACYMTANgnq42iQsW7VpE+7j2DOkwxFnQewxExTu/pyIiLmhs0VQ7RlOZMaYLUA10Dk0kERFpViWFsHs5DJh8bFGP1ET6piUxP1dFkzSvan81i3cv5uKuF+P1eJ2F0fHQe6xzRbSBDqxEREKlsUXTe8aYtsBvgBXADuDVUIUSEZFmtPlDwDpNoOoYPzCNJdsOUVxR7U4uaZVWFqykuLrYuZ+prv4T4UgeFOa4kktEWrfTFk3GGA8w31p7xFr7Fs69TJnWWnUEISLSEmz8AFK6QqchJyyeMDCdGr/l400HXAomrdHC/IVEe6K5sMuFJ66oLeo3qRc9kUiyb98+rr/+evr06cPIkSOZMmUKmzZtYv369YwbN44BAwbQr18/fv7zn1M7FNLMmTMZOnQow4YNIzs7m8WLF9e776effpqsrCyGDh3K+PHj2blzZ8h+jtMWTdZaP/D7OvOV1tqikCUSEZHmU10BWz9yzuKbEweyHd6tLW0TotWLnjQbay2Ldi3ivE7nkRCdcOLKlM7QeRhsmutOOBFpMmstV111FWPHjmXr1q0sX76cX/3qV8cGp33kkUfYuHEjq1ev5rPPPuMPf/gDAOPHj2f16tWsWrWK559/nm9961v17n/48OEsW7aMNWvWcM011/Dwww+H7GdpbPO8+caYrxpjNDS8iEhLsmMxVJdC/8lfWhXl9XDpgDQ+2liIz6/7SCT0th/dTl5xHmO6jal/g/6TYNdSKNXVT5FI8NFHHxEdHc3dd999bNk555zDpk2bGD16NJdffjkACQkJPPvsszzxxBMAJCUlUVt2lJaWcqoS5NJLLyUhwTnBMmrUKPLz80P2s0Q1cru7gAeBGmNMBU6349ZamxKyZCIiEnqbPoDoBOh1Sb2rxw9MY8bK3azMO0x2z/bNHE5am493fQxwvKvxkw2YBIuecO7DG3ZjMyYTiXxPLn2S3EO5Qd1nZvtMfnDeD065ft26dYwcOfJLy9evX/+l5X369KGkpISjR4+SkpLCjBkzePTRRyksLGT27NmnzfK3v/2NyZO/fAIwWBo7uG2ytdZjrY2x1qYE5lUwiYhEMmudLpx7XwrRcfVuckn/jkR5DPNyCps5nLRGC/MX0r9df7okdal/g87DILmzcx+eiLRoV111Fbm5ubzzzjv893//d4PbvvzyyyxbtoyHHnooZHkadaXJGDPfWjv+dMtERCSCFKyDo/kw9tRnCVPiojm/d3vm5xTwyOTMZgwnrU1RZRGrCldx2+DbTr2RMdDvclj3FtRUQVRM8wUUiXANXREKlUGDBvHmm29+aXlWVhYff/zxCcu2bdtGUlISKSknXpe55JJL2LZtGwcOHOCZZ545dtVp1apVAMybN49f/vKXLFq0iNjY2BD9JKe50mSMiTPGtAc6GGPaGWPaBx49ga4hSyUiIqFXO1Bov4kNbjYuM53NhSXkHSxrhlDSWn2y+xN81vflrsZPNmAyVJXAzvp70xKR8DFu3DgqKyt57rnnji1bs2YNAwYMYPHixcybNw+A8vJy7rvvvmMdOWzZsuVYT3orVqygsrKS1NRUfvnLX7Jq1apjBdPKlSu56667ePfdd0lLSwvpz3K65nl3AcuBzMBz7WMm8GxIk4mISGht+gC6joTk9AY3mzDQ+SKap170JIQW7VpEalwqgzsMbnjDXmMgKu540S8iYcsYw4wZM5g3bx59+vRh0KBBPProo3Tq1ImZM2fyi1/8ggEDBjBkyBDOPfdcvvOd7wDw1ltvMXjwYIYNG8Y999zD66+/Xm9nEA899BAlJSVce+21DBs2jGnTpoXuZ7GNGFnbGHOvtfb/QpYiyLKzs+2yZcvcjiEiEr6KC+C3/eHSH8OY07cBn/D0IjqlxPHyt85vhnDS2lT7qxnz2hgm9JjAz0b/7PQveOU62J8D313zpa7yReS4nJwcBg4c6HaMsFHfv4cxZrm1Nvt0r23UPU3W2v8zxlwI9Kz7GmvtS02LKiIiYWFzYKybAZMatfn4gWk8v3g7xRXVJMdFhzCYtEYrClZQXF186q7GTzZgkvM7XJgD6VmhDSciQiN7zzPG/AN4CrgIODfwOG1FJiIiYWrjHEjJgPTTNIUKmDAwnWqf5eNNGh9Hgm/hroXEeGK4oPMFjXtB/0Cxv0m96IlI82jsOE3ZQJZtTFs+EREJb9UVsO0jZ5ybRjZtGt6tLW0TopmfU8DUoZ1DHFBaE2sti/IXcV7n80iITmjci1K6QJfhkDsbLv5eaAOKiNDIK03AOqBTKIOIiEgz2f4xVJdB/8YPAhjl9XDpgDQ+2liIz6/zZxI824u2s6t4F2MzxjbthQOmwu7lcHRvSHKJtBS65uE423+HxhZNHYANxpi5xph3ax9ndWQREXHHpg8gOhF6XtSkl40fmMbhsmpW5h0OUTBpjRbmLwRo/P1MtTKnOs9qoidySnFxcRw8eLDVF07WWg4ePEhcXP0DuTdGY5vn/fSMjyAiIuHD73fuZ+pzKUQ37cvjkv4difIY5uUUkt2zfYgCSmuzaNciMttn0imxiQ1a0gZCu56Q+z5kNzAgrkgrlpGRQX5+Pvv373c7iuvi4uLIyMg449c3tve8RcaYHkA/a+08Y0wC4D3jo4qIiDv2roTiPTDwf5r80pS4aM7v3Z75OQU8MjkzBOGktTlScYRV+1dxx5A7mv5iY5wmel/8BSqLITY5+AFFIlx0dDS9evVyO0aL0Nje8+4A3gT+HFjUFXjnbA5sjPEaY1YaY2YF5nsZY5YYY7YYY143xsQElscG5rcE1vc8m+OKiLRqubPBeKHf5Wf08vGZ6WwuLGHHgdIgB5PW6JPdn+C3fsZ2G3tmO8icAr4q2DI/qLlERE7W2Hua7gFGA0cBrLWbgbSzPPZ3gZw6808Cz1hr+wKHgdsDy28HDgeWPxPYTkREzkTubOg5GhLOrHndZVnpAHy4YV8wU0krtXDXQjrEdyAr9QzHWuo2CuLbO7/XIiIh1NiiqdJaW1U7Y4yJAs74jjJjTAYwFfhrYN4A43CuZgG8CFwZmJ4emCewfnxgexERaYoDW2B/LmRecca76NY+gUFdUvhwfUEQg0lrVO2r5tM9nzImYwwe09g/R07ijXLGbNo8F3zVwQ0oIlJHYz+lFhljfgjEG2MuA94A3juL4/4v8DDgD8ynAkestTWB+XycJoAEnncBBNYXBbY/gTHmTmPMMmPMMt3sJiJSj42Bs/EDppzVbi7P6sTyvMPsL64MQihprZYVLKO0upQxGU3sNe9kmVOgogh2fhacYCIi9Whs0fQIsB9YC9wFvA/8+EwOaIy5Aii01i4/k9efirX2OWtttrU2u2PHjsHctYhIy5A7GzqfA227ndVuJg5Ox1qYl6OrTXLmFuQtIM4bx6guo85uR33GQVQcbHw/OMFEROrR2KIpHnjeWnuttfYa4PnAsjMxGphmjNkBvIbTLO93QNtAsz+ADGB3YHo30A2ONQtsAxw8w2OLiLROxQWwa+lZNc2rNSA9me7tE5i7Xvc1yZnxWz8L8hYwuuto4qPO9M+JgJhE6D3W6Xq8lY9FIyKh09iiaT4nFknxwLwzOaC19lFrbYa1tidwPbDAWnsT8BFwTWCzW4CZgel3A/ME1i+wrX2ELhGRptr4PmCPDwh6FowxXJ6VzmdbDlJcoftIpOnWHVhHYXkh47uPD84OM6dCUR7sWxuc/YmInKSxRVOctbakdiYwnRDkLD8AHjTGbMG5Z+lvgeV/A1IDyx/EaSooIiJNkTvbGQg07Qx7KTvJxMGdqPL5WbhR95BK083Lm0eUieKSjEuCs8P+kwCjJnoiEjKNLZpKjTEjameMMSOB8rM9uLV2obX2isD0NmvtedbavoFmgJWB5RWB+b6B9dvO9rgiIq1KxVHYvshpmhekzkdHdG9HamIMH27QfU3SNNZa5u+cz3mdz6NNbJvg7DQpDbqdp67HRSRkGls03Q+8YYz5xBizGHgd+E7oYomISNBsmecMABqE+5lqeT2Gy7LS+Si3kMoaX9D2Ky3fliNbyCvOC17TvFoDpsC+NXBkV3D3KyJCI4sma+0XQCbwX8DdwMBg934nIiIhkjsbEjo4Z+KD6PJB6ZRU1vD5VvXNI403L28eBsOl3S4N7o5rTwqoiZ6IhEBTRpM7FxgKjABuMMZ8IzSRREQkaGqqYPOHMGAyeLxB3fWFfTqQGONVEz1pkgV5Czin4zl0TAjy8CAd+kLHgbDh3eDuV0SERhZNxph/AE8BF+EUT+cC2SHMJSIiwbDjE6g8GtSmebXior2MHZDGvzcU4PerU1M5vfzifHIP5TKhx4TQHCBrOuz8FEoKQ7N/EWm1GnulKRsYba39trX23sDjvlAGExGRIMidDdGJ0HtMSHZ/+aB09hdXsnLXkZDsX1qW+XnzARjXfVxoDpA1HbCQ815o9i8irVZji6Z1QKdQBhERkSDz+yB3FvQdD9FnOYDoKVyamUa01/ChBrqVRpifN58B7QbQLblbaA6QNhBS+8GGmaffVkSkCRpbNHUANhhj5hpj3q19hDKYiIicpbz/QEkBDLoyZIdIiYtmVO9U5q7fh8Ydl4YcKD/AqsJVjO8R5F7z6jIGsqbBjsVQqg5KRCR4Gls0/RS4Engc+G2dh4iIhKsN70BUHPSbGNLDTBzUiR0Hy9hYUBzS40hkW5C3AIsNflfjJ8uaDtYHGzVmk4gET2O7HF8E5ALJgUdOYJmIiIQjv8/pRazfZRCbFNJDTRzUCY+B99fsDelxJLLNz5tP9+Tu9GvbL7QH6jQU2vVUEz0RCarG9p53HbAUuBa4DlhijLkmlMFEROQs5P0HSvZBVuia5tXqmBzLqN6pzFq7V030pF5Hq46ydO9SxncfjzEmtAczxrnatG0hlB8O7bFEpNVobPO8HwHnWmtvsdZ+AzgP+O/QxRIRkbNS2zSv/6RmOdzUoZ3Ztr+U3H1qoidftmjXImpsTWjvZ6orazr4a2DjB81zPBFp8RpbNHmstXUHPTjYhNeKiEhz8vubrWlerUmBJnqz1URP6vHhjg9JS0hjSIchzXPALiOgTTcNdCsiQdPYwmdOoOe8W40xtwKzAZ2+EREJR7uar2lerdSkWC7s04FZa/aoiZ6coKiyiMV7FjOp5yQ8ppnOtxoDA6fB1vlQcbR5jikiLVpjO4J4CPgzMDTweM5a+3Aog4mIyBla37xN82pNHdqZHQfLWL9Hf6TKcQvyFlDjr2FSz+b9fSRrOviqYNPc5j2uiLRIDRZNxpi+xpjRANbat621D1prHwT2G2P6NEtCERFpPL/f6TWs74Rma5pXa+KgTng9htlr1URPjpuzYw5dk7oyuMPg5j1wxrmQ3Nm5v09E5Cyd7krT/wL1nTIsCqwTEZFwUts0b9BVzX7o9okxXNgnldlr1IueOA5VHGLJ3iVM7jU59L3mnczjcZrobZkHlSXNe2wRaXFOVzSlW2vXnrwwsKxnSBKJiMiZW/8OeGOhf2gHtD2VK4Z2Ju9QGet2q4mewLyd8/BZX/M3zauVNR1qKmDzh+4cX0RajNMVTW0bWBcfzCAiInKW/H7Iqe01L9mVCJdndSLKY5i1do8rx5fwMmfHHHq16UX/dv3dCdB9FCSlw7q33Dm+iLQYpyualhlj7jh5oTHmW8Dy0EQSEZEzsmsJFO91pWlerXaJMYzu20FN9ITCskKW7VvGpJ6Tmr9pXi2PFwZ/1bnSpIFuReQsnK5ouh/4pjFmoTHmt4HHIuB24LuhjyciIo22wd2mebWmDu1M/uFy1uQXuZpD3PXhjg+xWPea5tUacq3Ti57GbBKRs9Bg0WStLbDWXgg8BuwIPB6z1l5grd0X+ngiItIofp9zP5OLTfNqTczqRLRXvei1dnN2zKF/u/70btvb3SBdhkNqX1j7hrs5RCSiNXacpo+stf8XeCwIdSgREWmibQudXvOGXOt2EtokRHORmui1antK9rB6/2om95rsdhRnoNsh18GOxVC02+00IhKhmmlobhERCak1r0Nsm2Yf0PZUpg7twu4j5azI030krdHcHc6AshN7uttU9Jgh1wBWHUKIyBlT0SQiEukqSyDnPRh0JUTHuZ0GgImD0omL9vD2Cp3Zb40+2P4Bg1MH0y25m9tRHKl9oOtIWPsvt5OISIRS0SQiEulyZ0N1GZxzvdtJjkmOi2bioE68t3oPlTU+t+NIM9p5dCc5h3KY1Cs8rnoeM+Q62LcWCnPdTiIiEUhFk4hIpFvzGrTpDt1GuZ3kBFePyOBoRQ0LcgrdjiLN6IPtHwBh1DSv1uCrwXh1tUlEzoiKJhGRSFa8z+kEYuh14Amvj/TRfVJJS47lLTXRazWstby79V3O7XQunRI7uR3nRElp0Hus04ueOigRkSYKr29YERFpmrVvgPWHVdO8WlFeD1cO78rCjYUcLKl0O440g5WFK9lVvIvpfaa7HaV+Q6+DI3nOQNAiIk2goklEJJKtfh26jIAO/dxOUq+rR3Slxm+ZtUZjNrUGM7fOJD4qnst6XOZ2lPplToWoeFijJnoi0jQqmkREIlXBeihYG5ZXmWpldkohq3MKb6/IdzuKhFhZdRlzts9hYs+JJEQnuB2nfrHJMGAyrJ8Bvmq304hIBFHRJCISqVa/Bp4oGPxVt5M06OoRXVmdX8SWwmK3o0gIzc+bT1lNWfg2zas19DooPwRbF7idREQiiIomEZFI5PfB2jeh7wRI7OB2mgZNG9YFr8dozKYWbuaWmWQkZTAifYTbURrWZzzEt4dVr7qdREQiiIomEZFItOMTKN7jnDUPc2nJcVzSrwMzVu7G71evZS3RnpI9LNm3hGl9p+ExYf6nRVSM06Q1dzaUHnA7jYhEiDD/ZBMRkXqtfh1iU2DAFLeTNMrVIzLYW1TBf7YddDuKhMC7W98FYFqfaS4naaQRt4C/Glb/0+0kIhIhVDSJiESaymLYMBOypkF0vNtpGuWyrHSSY6M0ZlMLZK1l5paZnN/pfLomdXU7TuOkZUK382H5ixqzSUQaRUWTiEikWfMvqC6FEbe6naTR4qK9TB3amQ/W7aWsqsbtOBJEywuWk1+Sz/S+Yd4BxMlGfAMOboa8z91OIiIRQEWTiEgksRaWvwDpQyAj2+00TfLVkRmUVfmYtVpjNrUkM7fOJCEqgfHdx7sdpWkGXeU0cV3+ottJRCQCqGgSEYkku1fAvrWQfSsY43aaJsnu0Y7+6Um8vGSn21EkSMqqy5i7Y254j810KjGJMOQa2PAOlB9xO42IhDkVTSIikWTZ8xCdCEPCv9e8kxljuOn8HqzJL2JNvv5IbQnm5c2jvKY88prm1RrxDaipgLVvuJ1ERMKciiYRkUhRfgTWveWcHY9LcTvNGblqRFfio728/B9dbWoJ3tj4Bt2TuzMiLczHZjqVLsOh01B1CCEip6WiSUQkUqx5HWrKIfubbic5Yylx0Vw5vAvvrt5DUVm123HkLOQczGHV/lVcn3k9JsKaip5g5C1QsBb2rHA7iYiEMRVNIiKRwFpY9oJzZrzLcLfTnJWbzu9BRbWft1bkux1FzsJrG18jPio+cpvm1RpyLUTFw4qX3E4iImFMRZOISCTYtQT250D2bW4nOWuDu7ZhWLe2vLJkJ1ZNoiJSUWURs7fNZmrvqaTERGZT0WPi2jg96a19EypL3E4jImFKRZOISCRY9rzTPfLgr7qdJChuHtWDrftL+XzbQbejyBmYsXkGlb5Krh9wvdtRgmPkLVBVAuvfdjuJiIQpFU0iIuGu7BCsfweGXud0k9wCXDG0M23io3nlP3luR5Em8vl9vLbxNUamj2RA+wFuxwmObudDx0xY+hd1CCEi9VLRJCIS7lb/E3yVMDJyO4A4WVy0l2tHZjB3/T4Kj1a4HUeaYPHuxewu2c0NmTe4HSV4jIFR/wX71sCOxW6nEZEwpKJJRCSc+f1OBxAZ50GnwW6nCaqbRvWgxm95/YtdbkeRJvhn7j9Ji09jXPdxbkcJrqFfg4RU+Pz3bicRkTCkoklEJJxt+Tcc3Azn3eF2kqDr1SGRi/p24J9L8/D51SQqEuwo2sGnez7l2gHXEu2JdjtOcEXHw7nfgk0fwIEtbqcRkTCjoklEJJx9+jtIyXB692qBbh7VnT1FFfx7Q4HbUaQRXt/4OlGeKK7pf43bUULj3G+BNwaW/NHtJCISZlQ0iYiEq/xlsPNTuODb4G1hZ/UDJgxMp1v7eP60aKu6Hw9zZdVlvLPlHS7vcTkd4ju4HSc0ktKcDldWvuJ0wCIiEtDsRZMxppsx5iNjzAZjzHpjzHcDy9sbY/5tjNkceG4XWG6MMf/PGLPFGLPGGDOiuTOLiLji0985Y8iM+IbbSUImyuvhzot7s2rXEZZs1x+p4WzWtlmUVJe0rA4g6jPqHqgph+UvuJ1ERMKIG1eaaoDvWWuzgFHAPcaYLOARYL61th8wPzAPMBnoF3jcCeiauYi0fAe3Qs57kH07xCa7nSakrs3uRmpiDH9atNXtKHIKPr+Plza8RFZqFud0PMftOKGVngV9xsGS56Cmyu00IhImmr1ostbutdauCEwXAzlAV2A68GJgsxeBKwPT04GXrOM/QFtjTOdmji0i0rw+f9Zpknf+3W4nCbm4aC/fHN2ThRv3k7P3qNtxpB4f7vyQnUd38q0h38IY43ac0LvgHijZp8FuReQYV+9pMsb0BIYDS4B0a+3ewKp9QHpguitQtz/a/MAyEZGWqWQ/rHoVzrkektNPv30L8PVRPUmM8epqUxjyWz9/WfsXerfpzfju492O0zz6jHcGu/38WQ12KyKAi0WTMSYJeAu431p7wqlF69wN3KRPKWPMncaYZcaYZfv37w9iUhGRZrb0OaipgAvudTtJs2mTEM2N53dn1pq97DpU5nYcqWPRrkVsPryZbw35Fh7TSvqPMsa52rRvLez4xO00IhIGXPn0M8ZE4xRMr1hra699F9Q2uws8FwaW7wa61Xl5RmDZCay1z1lrs6212R07dgxdeBGRUKoqhS/+AgOmQsf+bqdpVrdf1BuPgb98ss3tKBJgreW5Nc+RkZTB5F6T3Y7TvIZcBwkdnA5ZRKTVc6P3PAP8Dcix1j5dZ9W7wC2B6VuAmXWWfyPQi94ooKhOMz4RkZZl5ctQfhhG3+d2kmbXqU0cVw3vyutf7OJASaXbcQT4fO/nrDu4jtuH3E6UJ8rtOM0rOg4u/A5smQe7lrqdRkRc5saVptHA14FxxphVgccU4AngMmPMZmBCYB7gfWAbsAX4C/BtFzKLiISer9q5h6Lb+dB9lNtpXHHnJX2o8vl58bMdbkcR4Lk1z5GWkMa0PtPcjuKO8+6ExI6w4BduJxERlzX7aSNr7WLgVF3vfOkO08D9TfeENJSISDhY+TIcyYPJv3Y7iWv6piVxeVY6L32+k7vG9CEptpVd3QgjKwpWsLxgOY+c9wgx3hi347gjJhEuegDmiKYsYgAAHt1JREFU/hB2LIaeF7mdSERc0kru6BQRCXPV5bDoScg4D/pPcjuNq/5rbF+Kyqt56fMdbkdp1Z5b+xzt49pzdb+r3Y7iruzbILkzLPiletITacVUNImIhIOlz0HxXpjwU6fnrlZsWLe2jM9M448Lt3K4VIOLumH9gfV8uvtTvpH1DeKj4t2O467oeLj4e5D3GWxd4HYaEXGJiiYREbeVH4FPnoa+l0HP0W6nCQsPT8qktLKGPyzc4naUVulPa/5EckwyXxvwNbejhIcR34A23eAjXW0Saa1UNImIuO2z/wcVR2D8f7udJGwM6JTMV0dk8OJnO8k/rHGbmtMX+75g4a6F3Db4NpJiktyOEx6iYuGSh2D3ctg01+00IuICFU0iIm4qLoD//BEGfxU6n+N2mrDywGX9MQae/vcmt6O0Gn7r5zdf/IbOiZ25eeDNbscJL8NuhHY9natNfr/baUSkmaloEhFx08e/AV8VXPojt5OEnS5t47l1dE9mrNzNhj1H3Y7TKszaNoucQzncN+I+4qLi3I4TXrzRMOYR2LcGct9zO42INDMVTSIibjm0HZa/4NwvkdrH7TRh6dtj+pIcG8Wv5+a6HaXFK68p53crfsfg1MFM6TXF7Tjhaeh10KE/zP851KiTEpHWREWTiIhbPnocPNFwycNuJwlbbRKiuefSvizcuJ/Pth5wO06L9uL6FyksK+Shcx/CY/TnQb08Xrj8F3BwMyz5o9tpRKQZ6VNRRMQNu5fD2jfg/LsgpbPbacLaLRf2pEubOJ78IBernstCYn/Zfp5f9zwTuk9gRPoIt+OEt/4Tof9kWPgkFO12O42INBMVTSIizc1XA+/dD0npcPGDbqcJe3HRXh64rD+r84t4b81et+O0SM+uepZqfzUPjHzA7SiRYfITYH3w4Y/dTiIizURFk4hIc1v6nHMz+eQnIK6N22kiwtUjMhjcNYWfz9pAUVm123FalI2HNjJj8wxuyLyB7ind3Y4TGdr1hIsegPVvw/aP3U4jIs1ARZOISHMq2u10Wdz3Msi60u00EcPrMTxx9VAOlVbxxBx1ChEs1lp+/cWvSY5J5q6hd7kdJ7KM/i607QGzvw8+FfIiLZ2KJhGR5vTBw+D3wdSnwBi300SUwV3bcPtFvfjn0jyWbDvodpwW4a3Nb7F031LuG34fbWJ11bNJouNh8pNwYKMz1pqItGgqmkREmkvu+5A7C8b+wGneI012/4R+ZLSL59EZa6ms8bkdJ6LtK93HU8ue4txO53LtgGvdjhOZBkyG/pNg0ZNwVPfbibRkKppERJpDZQm8/xCkZcEF33E7TcRKiIni8auGsG1/Kb//aKvbcSKWtZaffv5T/NbPYxc+pi7Gz8akJ5zmeXN/6HYSEQkhfUqKiDSHhb+Co/lwxf+CN9rtNBHtkv4duWp4V/64cAubCordjhORZm6dyae7P+W7I75Lt+RubseJbO17wSXfdzqFWPum22lEJERUNImIhFr+cueehxG3QPfz3U7TIvx46kCSYqN49O21+P0au6kpCssK+fUXv2ZE2ghuyLzB7Tgtw0UPQsa5MOtBOJLndhoRCQEVTSIioVRRBG9+E1K6wGWPuZ2mxUhNiuXHU7NYvvMwL32+w+04EcNay8//83OqfFX8bPTP1CwvWLxRcPVfnLGbZtztdPYiIi2KPi1FRELFWnj3PijKh6/+DeLbuZ2oRbl6RFfGZabx+Pu5rM0vcjtORHh/+/ss3LWQe4ffS4+UHm7HaVna94Ipv4Gdn8Kn/+t2GhEJMhVNIiKhsvwF2PAOjPuxmuWFgDGG3157Dh2SYrjn1RUUlWusnIbsOrqLXy75JUM7DOXmgTe7HadlOucGGHQVfPQ47F7udhoRCSIVTSIioVCwHuY8Cn3Gwej73U7TYrVLjOH/bhzBniPlPPzmaqzV/U31Ka8p54GFD2AwPHHJE3g9XrcjtUzGwBXPQFI6vHWH02umiLQIKppERIKtqhTeuBXi2sBVfwaPPmpDaWSPdjwyOZO56wt44dMdbscJO9ZaHvv8MTYd3sQTFz+h3vJCLb6d8//+0DaY84jbaUQkSPRNLiISbO8/DAc2w9XPQVKa22lahdsv6sVlWek8/n4OK/IOux0nrLya+yqzt83mnmH3cHHGxW7HaR16XQwXPQAr/wFLnnM7jYgEgYomEZFg+uJvsOplZ9yW3mPdTtNqGGN46ppz6NQmjntfXcmRsiq3I4WFFQUreOqLpxibMZY7ht7hdpzWZdyPof9kmPMD2PSh22lE5CypaBIRCZbc2fD+96HfRBijZjnNrU1CNH+4aQT7iyv59isrqKxp3d0+F5YV8r1F36Nrclcev/hxdS/e3Dxe+OpfIX0QvHmbc5+jiEQsfYKKiATDri/gzduh8zC49gVn3BZpdkMz2vLEV4fw2daDPPiv1fha6cC35TXlPLjwQUqrS3lm7DMkxyS7Hal1ik2CG153nl/9GhQXuJ1IRM6QiiYRkbN1YAu8eh0kd4Ib/wUxiW4natWuHpHBD6dkMnvNXh57b32r61GvylfFAx89wJr9a/jF6F/Qr10/tyO1bm26wg3/hLKD8NoNUFXmdiIROQMqmkREzkZJIbx8tdPV8M1vQVJHtxMJcOclfbjzkt689PlOnl2wxe04zabGX8MPPv4Bn+75lJ9e+FMu73m525EEoMtwuPovsHsFzLgLfDVuJxKRJlLRJCJypipL4JVroXQ/3PgGpPZxO5HU8cikTK4e3pXf/nsTry7JcztOyPmtn598+hPm5c3jB+f+gKv7Xe12JKlr4BUw8ZeQ8y68fQf4NBizSCRRo3sRkTNRdsgpmPatgev/CRkj3U4kJ/F4DE9eM5TDZVX8+J21tE2IZsqQzm7HCglrLY8veZz3tr3Hd4Z9h5uzbnY7ktTngnvA74N//zf4quCaFyAqxu1UItIIutIkItJUR/fCC1Ocgum6f8CASW4nklOI9nr4/U0jGN69Hd95dQWvLW15V5ystTyz/Ble3/g63xz8Te4ceqfbkaQho++DSU9C7iz419ehusLtRCLSCCqaRESa4tA2eH4iHMmDm95wmtxIWEuIieIft5/Hxf068sjba/n9R1taTOcQ1f5q/uez/+GF9S/wtQFf44ERD2CMcTuWnM6ou+GKZ2DTHKdziOpytxOJyGmoaBIRaayC9fD8JKg8Cre8p8FrI0hCTBR/vSWbq4Z35TdzN/LYexvwR3h35MVVxdwz7x5mbJnB3efczY/O/5EKpkiSfRtM/z1s/chp6lt+2O1EItIA3dMkItIYOxbDazdBdDx88wNIG+h2ImmiaK+H3157DqmJMfx18XYOlFTy2+vOITbK63a0JttXuo9vz/82249s5+ejf86Vfa90O5KcieE3gzcG3vk2/GUcfO0VSM9yO5WI1ENXmkREGuL3wydPw4tfgcQOcNscFUwRzOMx/GjqQB6ZnMmsNXv5+t+WUnA0su4pyTmYw42zb2RvyV7+MOEPKpgi3dDr4NZZUFUKf50A699xO5GI1ENFk4jIqZQdcu43mP8YDJwGd3wE7Xq6nUrOkjGGu8f04XfXD2NtfhFTfvcJizbtdzvWaVlrmbF5BrfMuQWvx8tLk1/igi4XuB1LgqH7KLhzkXOV6Y1bYN5jTi97IhI2VDSJiNRn93L48xjYMh8m/xqu/TvEpbidSoJo+rCuvHfvaDomx3LL80t5ck4u1T6/27HqdaTiCN9b9D1+8tlPGNxhMK9MeYV+7fq5HUuCKaUz3DobRt4Ki5927nMq3ud2KhEJMC2lB6G6srOz7bJly9yOISKRyFcNnz8LHz0OSelOsZSR7XYqCaGKah8/m7WBV5fkMbJHO/7fDcPp2jbe7VjH/Gfvf/jRJz/iUOUh7ht+H7cMugWP0TnPFm3ZCzDnEYiKhYm/gmE3gjr5EAkJY8xya+1pv+hVNImI1MpbArMegML1kHkFTPs/SGjvdippJu+t3sOjb68F4P4J/bjlwp5Ee90rTspryvnDqj/w4voX6ZHSgycveZKsVHUS0Goc2ALv3gt5n0HvS+Erv4N2PdxOJdLiqGhS0SQijVV+GOb9FJb/HVIyYMqvIXOq26nEBXkHy/jJu+tYuHE/mZ2S+dn0wZzXq3kLZ2stH2z/gKeXP01BWQHX9b+O75/7feKjwufqlzQTvx+W/c35fLIWJvwPZN8OXnV+LBIsKppUNInI6fiqYdWrsODnTqcPo/4Lxj4KsUluJxMXWWv5cEMBP3tvA7uPlHP1iK48OnkgHZNjQ37s9QfW8+QXT7KycCUD2w/kB+f9gJHpI0N+XAlzR/Lgvfth63zo0B/G/djpnEZN9kTOmoomFU0iciq+alj9Gnz8GziyEzLOhalPQ+ehbieTMFJWVcOzC7bwl0+2EeP1cPMFPbjj4t50SAp+8ZRfnM+f1/yZmVtm0i6uHfePuJ9pfabh9UTeGFISItZCznuw4BdwYCN0GQ7j/wf6XOp2MpGIpqJJRZOInMxXA2sCxdLhHc4fHWMfhX6X64ytnNLW/SX8bt5m3luzh9goDzed34O7LulNWkrcWe9746GNPL/ueebumIsxhq8P/Dp3Dr2TpBhd7ZRT8Puckz4LfwVFu6DXJTD6fue+J486CBFpKhVNKppEpNbRPbDiJVj+IhTvgc7nwNgfQv+JKpak0bbuL+H3H21h5qo9eD2G67IzuOn8Hgzs3LSu6K21LCtYxvPrnmfx7sUkRCVw3YDruHngzaQnpocovbQ4NZWw7Hln8O3SQkjtB+fdCcNugNhkt9OJRAwVTSqaRFo3vx+2LXC67t34AVgf9Bnv/FGhYknOws6Dpfxx4VbeXrmbqho/w7q15YbzunHF0C4kxp76Bv3CskJmbZvFzC0z2Va0jfZx7bl54M1cN+A62sS2acafQFqUmkpY/w4s/bMzvlxMstNF+bAbnRNE+qwTaZCKJhVNIq2P3we7lsCGmU7b/6O7IaEDDL/ZGTCyfS+3E0oLcri0irdX7ua1pXlsLiwhKTaKK4Z2ZsqQzozqnUpMlIfymnI+zv+YmVtm8umeT/FbP8PThjO9z3Sm9p5KXNTZN/ETOSZ/GSz5M6yfAf5qSO0Lg78Kg66GtEy304mEJRVNKppEWoeqMsj7HDa+7xRKJQXgjYW+E2Dw1TDwK84AkSIhYq1lRd5hXl2yiw/W7aXcf5ikdpvokLaFI3YDNbaK9IR0pvWZxrQ+0+jZpqfbkaWlKzsEOe/Curdg+yeAhbRBMGAy9B3vdH7jjXY7pUhYaGzRpI7+RSSy+Kph9wrYvgi2LYL8peCrgqh46H85ZE13OnZQm35pJqXVpZRHbaB73+UMjv+MnEMbADhQ2Z6q4mwoG0Rqx5HYQ2kUtkuhS6KfmCjdsC8hlNDeubo+8lYo3udcfV8/AxY/A5885TTh63UJ9B0HPS5yujFXJxIiDdKVJhEJX9Y6XYLvXu4USruXw55VUFMOGOg0BHqPgV5joceFEJPgdmJp4fzWT97RPHIP5bLmwBqWFywn91AufusnykQxuMNgxnQbw5iMMfRM7s0XOw+zIKeQz7cdZMPeo1gLcdEeRvZox7BubRma0ZahGW3olBKH0b0nEmrlR2D7x7B1gTPm05E8Z3lsG8gYCRnnOVehugyDxA7uZhVpJmqep6JJJHJYCyWFztgjhbmwP+f4c/lhZxtvrHNTc9eR0P186DXGOZsqEiKHKw6zvWg724u2s/nIZnIO5pB7KJeymjIAYr2xDO04lJHpI8lOz2ZIhyEkRJ+6cD9SVsWS7Yf4fOtBlmw/xKaCYnx+5zu4Y3IsQ7q2oX96Mv3SkugbeDTUsYTIWbEWDm1z7gPdtRTyv4DCDWD9zvrENEjPcpr1pWdBx0xo3xvi26lzCWlRVDSpaBIJH1VlULLPKYyK9zmPI3nOWEmHtzvP1WXHt49rC2kDoeOA44VSWpba4EtQVfoqKSwtZHfpbvaW7GV3yW72lu4l72ge249up6iy6Ni28VHxDGg3gMz2mWSlZjEwdSB92vQh+ix+JyuqfWzYe5S1+UWsyS9i3e4ith0oodp3/Hu5S5s4uqcm0K1dAt3bJ9CtfQLd2seTnhJHh6RY4qI1+K0EUWWxc1V/31qngCpYD/tzoabi+DZxbZziqX0faNsd2nSFlAxI6QJtMlRUScRpcUWTMWYS8DvAC/zVWvvEqbZV0SQSItY6X54VRVBx1HmuLArMFzlNP0r3O0VRSaFTKBUXQFXxl/cVFQ/tejo92rXrCe16QYd+TrGUlK4vXWkSay3lNeWUVJdQUlXC4crDHKo4xMHygyc+VxyfL6kuOWEfHuMhLSGNjKQMerXpRc+UnvRq04tebXrRObEzXk/oC5Qan5+dh8rYUlhy7JF3qIy8Q2XsL6780vbJcVF0TI6lY1Ks85wcS4c6023jo0mOiyYlLoqkuCjio71qBihN4/fBoe1wcAsc2upcnTq0DQ5uhaJ8ZziHurwxTq+lCamQmOpMJwbmE1ID0x2c4io2CWKSnHtQdVJMXNKiiiZjjBfYBFwG5ANfADdYazfUt72KJolY1jpNI6zf+aKqnba10/ak5X7w1zidI/iqnC5ma6d91Q0sr32uhOoK5ypPdXngUXb8uSawrqrUKZIqjzqvbUhMEiSlQVIn5zm5k1MEJaVDcuA5qZPzxak/3loEay0+68Nv/dT4a/Bb/7F5n/Xh8wfW2Rp8fh9V/iqqfM6j0ld57Lnu9LFnf9UJ68uqyyiuLqa0qpSS6hJKq48/+2ubFZ3EYGgb25b2ce1JjU894bljfEe6JnWlS1IX0hPTifaE7x9uFdU+8g+XsetQOYXFFRwoqWJ/caXzKKnkQGC6uLLmlPuI8hiS4qJIjosiOTbaeY6LJjHWS1yUl/gYL7HRHuKivMRFe4mP9hAX7Q08PMRGeYnyGqI8HqK9hmivh6jaZ8/x+S+t93jwePT/vcXx+5weS4/ucQqoo7udk2Zlh6DsAJQegLKDzqPyaMP78sY6xVNsktNRRW1BFZMIUXEQFeM8ewPPUbHOwxt7fPrYfGB7byx4osDjDTyiwHiPzxvv8fV1l9fdznj0XdXCtbTe884DtlhrtwEYY14DpgP1Fk3h5O4Xz6fYX11nSXCKVNuE/Zx2S3vybBD3fYb7beqR693zKQ5nzem3Of1uzmDpCScoAv8ats76IP77NO19Mc4XgjFA4MvBeJxHlIEoDyREgemA9aQfX2e8Tm9LtdPGc3y+dt/2EFQcgooNcCBoP16Tf5eacnKoSb//IdpvU4Uyh9/6jxc/1offf3y6tjA6VbESDAZDXFQcMd4YYjwxJEYnkhidSFJMEqnxqSRGJ5Ick+wsi0469tw2ri2pcamkxqfSNrYtUZ5I+bo7tbhoL33Tkumb1nDPkBXVvmOFVFF5NcUVNRRXVHO03HmunXeea8g/XEZ5tY/yKh8V1T4qavxU1QT/PfUY8BiDxxjMsWmOz3vMsWWm9pk6854vv77ux/nJf9fWXXuqv3lPvup2qv2dMM1JrzlhXf0rTj58y/wbvGPgcZJooA1E2WqS/Udp4y8i2R4l2X+UeFseeJQdny4rJ760nHhbSpw9QLytINpWEU2182yriaYaL6H73DmZDw8+vPjxYI0HS+C7E4PFBD5VDf66y8zx5bXbWDwnLXN+EZxtnWk/nsD6usfg2D6/7MvL6vuUt/VsV99rz/b1jXntkZQBnH/fP+o9djiLlG+RrsCuOvP5wPl1NzDG3AncCdC9e/fmS3Yaid6Yev5IOfWnZYOfo2f0KWtOv996D9X4V5z6K+d0257+NSfGOPOf/+RFTcl86i0asdSYOgf88vSxf+fa7WoLmGNBj08bc4p1xgSKltqix1Nn2UlF0AnTxwueJr3fTfw9PPkPjGBt29RfhyblaNLvfwj/PUL0l1VTM3iNF6/x4jEevB5vvfMe43GWnzxvvHg8HqJMFB7jwWM8xHpjifXGEuON+dJ0jDfmhOkoE6XmZE0UF+0N3Pt05r1J+v2WihofFdV+p5Cq9lFe7aOqxk+N31Lt81Pts9TUPvv91Pic5TX+48tr56t9znqLxW/Bb61z4dxfd/74tN8SmK+dPnHeH5iudfJ5g7rzdb+DT1x+6tfQ6NfYetc19jWtSxTVxHOA9KCcQ/NY3/EiylYRRfXxaXu8wPLgw4Mfr3WePdZ3imX+Y8sMfrz48Fj/Ceu9+DDWz5fLoTplkD1W4tS7ncf6OV5G1LOdrbvsxO1OVt+y+hY1+rWn0PjX17ddPVs10GFOOIuUoum0rLXPAc+B0zzP5TjH/PbmT9yOICIi0iQejyEhJoqEGLeTiIiEh0gZyWw30K3OfEZgmYiIiIiISEhFStH0BdDPGNPLGBMDXA+863ImERERERFpBSKieZ61tsYY8x1gLk6X489ba9e7HEtERERERFqBiCiaAKy17wPvu51DRERERERal0hpniciIiIiIuIKFU0iIiIiIiINUNEkIiIiIiLSABVNIiIiIiIiDVDRJCIiIiIi0gAVTSIiIiIiIg1Q0SQiIiIiItIAFU0iIiIiIiINUNEkIiIiIiLSAGOtdTtD0Blj9gM73c5RRwfggNsh5AR6T8KT3pfwo/ckPOl9CT96T8KT3pfwE27vSQ9rbcfTbdQii6ZwY4xZZq3NdjuHHKf3JDzpfQk/ek/Ck96X8KP3JDzpfQk/kfqeqHmeiIiIiIhIA1Q0iYiIiIiINEBFU/N4zu0A8iV6T8KT3pfwo/ckPOl9CT96T8KT3pfwE5Hvie5pEhERERERaYCuNImIiIiIiDRARVMIGWMmGWM2GmO2GGMecTuPgDGmmzHmI2PMBmPMemPMd93OJA5jjNcYs9IYM8vtLOIwxrQ1xrxpjMk1xuQYYy5wO1NrZ4x5IPDZtc4Y809jTJzbmVojY8zzxphCY8y6OsvaG2P+bYzZHHhu52bG1uYU78lvAp9fa4wxM4wxbd3M2BrV977UWfc9Y4w1xnRwI1tTqWgKEWOMF/g9MBnIAm4wxmS5m0qAGuB71tosYBRwj96XsPFdIMftEHKC3wFzrLWZwDno/XGVMaYrcB+Qba0dDHiB691N1Wr9HZh00rJHgPnW2n7A/MC8NJ+/8+X35N/AYGvtUGAT8Ghzh5J63xeMMd2Ay4G85g50plQ0hc55wBZr7TZrbRXwGjDd5UytnrV2r7V2RWC6GOePwK7uphJjTAYwFfir21nEYYxpA1wC/A3AWltlrT3ibioBooB4Y0wUkADscTlPq2St/Rg4dNLi6cCLgekXgSubNVQrV997Yq390FpbE5j9D5DR7MFauVP8XwF4BngYiJjOFVQ0hU5XYFed+Xz0x3lYMcb0BIYDS9xNIsD/4nx4+t0OIsf0AvYDLwSaTf7VGJPodqjWzFq7G3gK58zsXqDIWvuhu6mkjnRr7d7A9D4g3c0w8iW3AR+4HULAGDMd2G2tXe12lqZQ0SStkjEmCXgLuN9ae9TtPK2ZMeYKoNBau9ztLHKCKGAE8Edr7XCgFDU3clXgHpnpOAVtFyDRGHOzu6mkPtbpmjhizqC3dMaYH+E0z3/F7SytnTEmAfgh8BO3szSViqbQ2Q10qzOfEVgmLjPGROMUTK9Ya992O48wGphmjNmB04x1nDHmZXcjCc7V8Xxrbe2V2DdxiihxzwRgu7V2v7W2GngbuNDlTHJcgTGmM0DgudDlPAIYY24FrgBushpnJxz0wTnxszrwvZ8BrDDGdHI1VSOoaAqdL4B+xphexpgYnJt133U5U6tnjDE492jkWGufdjuPgLX2UWtthrW2J87/kwXWWp09d5m1dh+wyxgzILBoPLDBxUjiNMsbZYxJCHyWjUedc4STd4FbAtO3ADNdzCI4vRjjNP2eZq0tczuPgLV2rbU2zVrbM/C9nw+MCHznhDUVTSESuPHwO8BcnC+1f1lr17ubSnCuanwd52rGqsBjituhRMLUvcArxpg1wDDgcZfztGqBq35vAiuAtTjf4c+5GqqVMsb8E/gcGGCMyTfG3A48AVxmjNmMc1XwCTcztjaneE+eBZKBfwe+7//kashW6BTvS0QyulIpIiIiIiJyarrSJCIiIiIi0gAVTSIiIiIiIg1Q0SQiIiIiItIAFU0iIiIiIiINUNEkIiIiIiLSABVNIiLSKhhjFhpjsuvM9zTGrHMzk4iIRAYVTSIiIiIiIg1Q0SQiIi1K4ApSrjHmFWNMjjHmTWNMgtu5REQkcmlwWxERaVGMMT2B7cBF1tpPjTHPAxuAK4DOQHlg0xjAb60d7EZOERGJHLrSJCIiLdEua+2ngemXgYsC0zdZa4dZa4cBU9yJJiIikUZFk4iItEQnN6NQswoRETljKppERKQl6m6MuSAwfSOw2M0wIiIS2VQ0iYhIS7QRuMcYkwO0A/7och4REYlg6ghCRERalEBHELPUwYOIiASLrjSJiIiIiIg0QFeaREREREREGqArTSIiIiIiIg1Q0SQiIiIiItIAFU0iIiIiIiINUNEkIiIiIiLSABVNIiIiIiIiDVDRJCIiIiIi0oD/D4/st3a3AlBqAAAAAElFTkSuQmCC\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig = plt.figure(figsize=[14,6])\n", + "plt.plot(phs,co2,label='CO2')\n", + "plt.plot(phs,hco3,label='HCO3-')\n", + "plt.plot(phs,co3,label='CO3-2')\n", + "plt.xlabel(\"pH\")\n", + "plt.ylabel(\"Concentration (mmol)\")\n", + "plt.title(\"Carbonic Acid, Bicarbonate, Carbonate distribution\")\n", + "lgnd = plt.legend()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.6.2" + } + }, + "nbformat": 4, + "nbformat_minor": 1 +} diff --git a/docs/notebooks/Functionality Overview.ipynb b/docs/notebooks/Functionality Overview.ipynb new file mode 100644 index 0000000..867c7cb --- /dev/null +++ b/docs/notebooks/Functionality Overview.ipynb @@ -0,0 +1,481 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# PhreeqPython + VIPhreeqc Functionality Overview" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import phreeqpython\n", + "pp = phreeqpython.PhreeqPython()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Adding Solutions" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "# Simple, through a reaction block\n", + "solution = pp.add_solution_simple({'CaCl2':1.0,'NaHCO3':2.0},temperature=15)\n", + "# Complex, allowing for more 'standard' PHREEQC input (Phreeqc example 3 -- Mixing)\n", + "solution2 = pp.add_solution({'units':'ppm',\n", + " 'pH': 8.22,\n", + " 'pe': 8.451,\n", + " 'density': 1.023,\n", + " 'temp': 25.0,\n", + " 'Ca': 412.3,\n", + " 'Mg': 1291.8,\n", + " 'Na': 10768.0,\n", + " 'K': 399.1,\n", + " 'Si': 4.28,\n", + " 'Cl': 19353.0,\n", + " 'Alkalinity': '141.682 as HCO3',\n", + " 'S(6)': 2712.0\n", + " })" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Solution Information" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Basic Properties" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Solution pH: 8.23\n", + "Solution sc: 335.25\n", + "Solution pe: 10.5\n", + "Temperature: 15.0\n", + "Mass: 1.0\n" + ] + } + ], + "source": [ + "print(\"Solution pH: {:.3}\".format(solution.pH))\n", + "print(\"Solution sc: {:3.2f}\".format(solution.sc))\n", + "print(\"Solution pe: {:.3}\".format(solution.pe))\n", + "print(\"Temperature: {:.3}\".format(solution.temperature))\n", + "print(\"Mass: {:.3}\".format(solution.mass))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Speciation" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'CH4': 0.0,\n", + " 'CO2': 2.7909024983359043e-05,\n", + " 'CO3-2': 1.504189457564534e-05,\n", + " 'Ca+2': 0.0009734342277295038,\n", + " 'CaCO3': 1.1724417168794343e-05,\n", + " 'CaHCO3+': 1.4819423174432155e-05,\n", + " 'CaOH+': 2.1931927102669182e-08,\n", + " 'Cl-': 0.0020000000000000005,\n", + " 'H+': 6.3511969105813895e-09,\n", + " 'H2': 0.0,\n", + " 'H2O': 55.50932491627957,\n", + " 'HCO3-': 0.0019282729745638734,\n", + " 'Na+': 0.001997767734466099,\n", + " 'NaCO3-': 2.4888466990103817e-07,\n", + " 'NaHCO3': 1.983380863998685e-06,\n", + " 'NaOH': 1.4165712953779178e-19,\n", + " 'O2': 1.880500103837165e-15,\n", + " 'OH-': 8.235839079271772e-07}" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "solution.species" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Elements" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'C(4)': 0.002000000000000004,\n", + " 'Ca': 0.000999999999999833,\n", + " 'Cl': 0.0020000000000000005,\n", + " 'Na': 0.001999999999999999,\n", + " 'O(0)': 3.76100020767433e-15}" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "solution.elements" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Phases and their SI" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'Aragonite': 0.1932078777270103,\n", + " 'CH4(g)': -125.58800591273227,\n", + " 'CO2(g)': -3.216751152245572,\n", + " 'Calcite': 0.34442418867614855,\n", + " 'Fix_pH': -8.226383714702244,\n", + " 'H2(g)': -37.424312956480996,\n", + " 'H2O(g)': -1.7694469897527798,\n", + " 'Halite': -7.024441375036288,\n", + " 'O2(g)': -11.912977050671959,\n", + " 'Vaterite': -0.2494038522747335}" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "solution.phases" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Element and Species sums" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "2.0000000000000004" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "solution.total_element('Cl', units='mmol')" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "118.68237757085221" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "solution.total('HCO3', units='mg') # equavalent to SUM_SPECIES" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Modifying Solutions" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Adding and Removing" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "solution.add('NaOH',1, 'mmol') # add 1 mmol of NaOH\n", + "solution.remove('NaCl',1, 'mmol') # remove 1 mmol of NaCl\n", + "solution.remove_fraction('CO3',0.5) # remove 50% of CO3" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Saturation and Desaturation" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "solution.saturate('Calcite',1.0) # Saturate to SI 1.0\n", + "solution.desaturate('Calcite',0.0) # Desaturate to SI 0.0" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Changing pH" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "5.0" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "solution.change_ph(5,'HCl') # Change pH to 5 by dosing HCl\n", + "solution.pH" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Changing Temperature" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "10.0" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "solution.change_temperature(10) # Change temperature to 10 degrees\n", + "solution.temperature" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Mixing Solutions" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Solution 3:\n", + "Total Chloride: 2.0 mmol\n", + "Mass: 1.0\n", + "\n", + "Solution 4:\n", + "Total Chloride: 4.0 mmol\n", + "Mass: 2.0\n" + ] + } + ], + "source": [ + "solution1 = pp.add_solution_simple({'NaCl':1})\n", + "solution2 = pp.add_solution_simple({'NaCl':3})\n", + "# make a solution of 50% solution 1 and 50% solution 2:\n", + "solution3 = solution1 * 0.5 + solution2 * 0.5\n", + "# make a solution by mixing solution 1 and 2 together\n", + "solution4 = solution1 + solution2\n", + "print(\"Solution 3:\")\n", + "print(\"Total Chloride: {:.3} mmol\".format(solution3.total('Cl')))\n", + "print(\"Mass: {:.3}\".format(solution3.mass))\n", + "print(\"\")\n", + "print(\"Solution 4:\")\n", + "print(\"Total Chloride: {:.3} mmol\".format(solution4.total('Cl')))\n", + "print(\"Mass: {:.3}\".format(solution4.mass))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Misc. Functionality" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Copying Solutions" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "245.0526302945747\n" + ] + } + ], + "source": [ + "solution5 = solution4.copy()\n", + "print(solution5.sc)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Forgetting solutions" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [], + "source": [ + "solution5.forget()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.6.2" + } + }, + "nbformat": 4, + "nbformat_minor": 1 +} diff --git a/docs/notebooks/Kinetic Dissolution of Quartz.ipynb b/docs/notebooks/Kinetic Dissolution of Quartz.ipynb new file mode 100644 index 0000000..bfba82c --- /dev/null +++ b/docs/notebooks/Kinetic Dissolution of Quartz.ipynb @@ -0,0 +1,207 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# KINETIC DISSOLUTION OF QUARTZ\n", + "http://hydrochemistry.eu/exmpls/kin_qu.html" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Populating the interactive namespace from numpy and matplotlib\n" + ] + } + ], + "source": [ + "%pylab inline\n", + "import phreeqpython\n", + "from scipy.integrate import odeint\n", + "pp = phreeqpython.PhreeqPython('phreeqc.dat')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Phreeqc Calculation" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Dissolution Rate Function\n", + "\n", + "The following function describes the dissolution rate of quartz." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [ + "def ratefun(sol, quartz_dissolved, m0, A0, V):\n", + " m = m0-quartz_dissolved\n", + " rate = (A0/V)*(m/m0)**0.67*10**-13.7*(1-sol.sr(\"Quartz\"))\n", + " return rate * 1e3" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Calculation" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "scrolled": false + }, + "outputs": [], + "source": [ + "solution1 = pp.add_solution({})\n", + "\n", + "t = np.array([])\n", + "y = []\n", + "\n", + "year = 365*24*3600\n", + "\n", + "for time, sol in solution1.kinetics('SiO2', \n", + " rate_function=ratefun, \n", + " time=np.linspace(0,5*year, 15), \n", + " m0=158.5, \n", + " args=(23.13,0.16)):\n", + " t = np.append(t, time)\n", + " y.append(sol.total_element('Si', units='mmol'))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Plotting the Results" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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XbVj7V2b+pqaVqHE99VSxCPuNN8KXvwynnAIRZVclSVK/UG1Y+2JEnEfx3FrH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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=[10,5])\n", + "plt.plot(t/year,y, 'rs-')\n", + "plt.xlim([0,5])\n", + "plt.ylim([0,0.12])\n", + "plt.xlabel('Years')\n", + "plt.ylabel('mmol/l')\n", + "plt.title('Quartz Dissolution')\n", + "plt.grid()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Dissolution Calculation using odeint" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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LJsUFSODUGtSkRpUJ3/oW/L//B7vtBlddBUOGlF2VJEkNrdqwdgnwFeB+qp8U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\nR0RMACZAkfDe1WbfnRF3llK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+ "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "def rate_quartz(quartz_dissolved,time, sol, A0, V, m0):\n", + " temp = sol.copy() # make a temporary copy of the solution\n", + " temp.add('SiO2', quartz_dissolved[0], 'mol') # add SiO2 to the solution\n", + " m = m0-quartz_dissolved[0]\n", + " rate = (A0/V)*(m/m0)**0.67*10**-13.7*(1-temp.sr(\"Quartz\")) # calculate the dissolution rate \n", + " temp.forget() # cleanup the no longer needed temporary solution\n", + " return rate\n", + "\n", + "solution1 = pp.add_solution({})\n", + "year = 365*24*3600 # seconds\n", + "\n", + "tt = np.linspace(0, 5*year, 15)\n", + "\n", + "# solve differential equation\n", + "yy = odeint(rate_quartz,0,t, args=(solution1, 23.13, 0.16, 158.5))\n", + "\n", + "plt.figure(figsize=[10,5])\n", + "plt.plot(tt/year,yy*1e3, 'rs-')\n", + "plt.xlim([0,5])\n", + "plt.ylim([0,0.12])\n", + "plt.xlabel('Years')\n", + "plt.ylabel('mmol/l')\n", + "plt.title('Quartz Dissolution')\n", + "plt.grid()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.6.2" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/docs/notebooks/demo.html b/docs/notebooks/demo.html new file mode 100644 index 0000000..d292acf --- /dev/null +++ b/docs/notebooks/demo.html @@ -0,0 +1,1004 @@ + + + + + + + + + + + +
+ +
+ + + \ No newline at end of file diff --git a/docs/notebooks/gas_data/O2_27.dat b/docs/notebooks/gas_data/O2_27.dat new file mode 100644 index 0000000..664a292 --- /dev/null +++ b/docs/notebooks/gas_data/O2_27.dat @@ -0,0 +1,10 @@ +P 27C +10 0.0124 +20 0.024461717 +30 0.036490161 +40 0.047265295 +50 0.05745814 +70 0.071333274 +80 0.080755277 +90 0.088790877 +100 0.094835599 diff --git a/docs/notebooks/gas_data/ch4_100c.dat b/docs/notebooks/gas_data/ch4_100c.dat new file mode 100644 index 0000000..3e62e33 --- /dev/null +++ b/docs/notebooks/gas_data/ch4_100c.dat @@ -0,0 +1,18 @@ +P 100C +30.0 0.0381 +70.0 0.0613 +100.0 0.0995 +135.0 0.1075 +175.0 0.1193 +215.0 0.1500 +250.0 0.1580 +300.0 0.1777 +350.0 0.1896 +400.0 0.2054 +450.0 0.2023 +475.0 0.2140 +500.0 0.2370 +550.0 0.2340 +600.0 0.2574 +675.0 0.2545 +700.0 0.2623 diff --git a/docs/notebooks/gas_data/ch4_25c.dat b/docs/notebooks/gas_data/ch4_25c.dat new file mode 100644 index 0000000..0342e4b --- /dev/null +++ b/docs/notebooks/gas_data/ch4_25c.dat @@ -0,0 +1,12 @@ +P 25C +22.4 0.0410 +35.3 0.0528 +51.4 0.0704 +67.4 0.0909 +125.6 0.1233 +174.0 0.1498 +238.6 0.1764 +335.6 0.2031 +439.1 0.2327 +529.7 0.2535 +633.2 0.2715 diff --git a/docs/notebooks/gas_data/ch4_50c.dat b/docs/notebooks/gas_data/ch4_50c.dat new file mode 100644 index 0000000..f59f55d --- /dev/null +++ b/docs/notebooks/gas_data/ch4_50c.dat @@ -0,0 +1,7 @@ +P 50C +99.9 0.0764 +203.3 0.1236 +303.5 0.1532 +397.3 0.1799 +500.8 0.2066 +601.2 0.2216 diff --git a/docs/notebooks/gas_data/co2_4m_NaCl.dat b/docs/notebooks/gas_data/co2_4m_NaCl.dat new file mode 100644 index 0000000..5b97abf --- /dev/null +++ b/docs/notebooks/gas_data/co2_4m_NaCl.dat @@ -0,0 +1,17 @@ +P 80C 120C 160C +8.079 4.908e-02 +1.659e+01 9.969e-02 +3.384e+01 2.025e-01 +5.611e+01 3.083e-01 +6.943e+01 3.589e-01 +8.341e+01 4.110e-01 +9.651e+01 4.617e-01 +1.201e+01 5.061e-02 +2.336e+01 1.012e-01 +4.760e+01 2.071e-01 +7.664e+01 3.144e-01 +9.323e+01 3.650e-01 +1.659e+01 4.755e-02 +2.882e+01 9.969e-02 +5.917e+01 2.193e-01 +9.039e+01 3.252e-01 diff --git a/docs/notebooks/gas_data/n2_25C.dat b/docs/notebooks/gas_data/n2_25C.dat new file mode 100644 index 0000000..a440c69 --- /dev/null +++ b/docs/notebooks/gas_data/n2_25C.dat @@ -0,0 +1,9 @@ +P 25C +25 0.015535714 +50 0.016696429 +100 0.056473214 +200 0.100758929 +300 0.136473214 +500 0.198035714 +800 0.273660714 +1000 0.31875 diff --git a/test.md b/test.md deleted file mode 100644 index e69de29..0000000 From e4e1b7908180d060dede6c5c1727916fbb1b8b06 Mon Sep 17 00:00:00 2001 From: Abel Heinsbroek Date: Thu, 20 Aug 2026 10:46:59 +0200 Subject: [PATCH 08/12] Ignore the setuptools build directory so local artifacts are not committed again. Co-authored-by: Cursor --- .gitignore | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/.gitignore b/.gitignore index 462ab80..1a76916 100644 --- a/.gitignore +++ b/.gitignore @@ -6,8 +6,9 @@ #*.dll *.DS_Store -# Setuptools distribution folder. +# Setuptools build and distribution folders. /dist/ +/build/ # Python egg metadata, regenerated from source files by setuptools /*.egg-info From b0a2faa035e800aaec647c8ea562349e02ed0d0f Mon Sep 17 00:00:00 2001 From: Abel Heinsbroek Date: Thu, 20 Aug 2026 11:05:51 +0200 Subject: [PATCH 09/12] add live demos to docs using pyodide --- .github/workflows/docs.yml | 3 +-- .gitignore | 3 +++ docs/index.md | 12 ++++++++++++ ...phreeqpython-1.6.2+pyodide-py3-none-any.whl | Bin 0 -> 715840 bytes zensical.toml | 2 ++ 5 files changed, 18 insertions(+), 2 deletions(-) create mode 100644 docs/wheels/phreeqpython-1.6.2+pyodide-py3-none-any.whl diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml index 324c40f..c035dc7 100644 --- a/.github/workflows/docs.yml +++ b/.github/workflows/docs.yml @@ -20,8 +20,7 @@ jobs: - uses: actions/setup-python@v6 with: python-version: 3.x - - run: pip install zensical - - run: pip install mkdocstrings-python + - run: pip install zensical mkdocstrings-python markdown-exec - run: zensical build --clean - uses: actions/upload-pages-artifact@v5 with: diff --git a/.gitignore b/.gitignore index 1a76916..4c0462c 100644 --- a/.gitignore +++ b/.gitignore @@ -19,3 +19,6 @@ testing.ipynb .coverage .vscode/* dump.gz + +.venv +/site/ diff --git a/docs/index.md b/docs/index.md index 3438c3e..25fb3b5 100644 --- a/docs/index.md +++ b/docs/index.md @@ -32,6 +32,18 @@ print(solution3.total('K','mol')) # 0.0005 mol ``` For more examples, take a look at the `examples` folder. +## Try it in the browser + +The editor below runs PhreeqPython in your browser (via [Pyodide](https://pyodide.org/)). The first run downloads the runtime and the [v1.6.2 Pyodide wheel](https://github.com/Vitens/phreeqpython/releases/download/v1.6.2/phreeqpython-1.6.2+pyodide-py3-none-any.whl), so it can take a few seconds. Click **Run** or press Ctrl+Enter. + +```pyodide install="wheels/phreeqpython-1.6.2+pyodide-py3-none-any.whl" +from phreeqpython import PhreeqPython + +pp = PhreeqPython() +solution = pp.add_solution_simple({'NaCl': 1.0}) +print(solution.sc) +``` + ## Installation * ```pip install -U phreeqpython``` diff --git a/docs/wheels/phreeqpython-1.6.2+pyodide-py3-none-any.whl b/docs/wheels/phreeqpython-1.6.2+pyodide-py3-none-any.whl new file mode 100644 index 0000000000000000000000000000000000000000..2e5cc484e7de50ba5a37ac4c4c51f7d1cb8b1947 GIT binary patch literal 715840 zcmZs?Q;aA~6D>N}W81cE+qP}nwr$(CZF^>qZQExjH#a%|m-EmM-7l4@>h7$ys!Co8 z_zyAw0020Ej&zQ;j1n_C*T0?CzlHv9*_%6>m^j#bIGfwq(&_10*jhO2>CxJINKsAB zsmxQ2lS|6bP?u9rjL#{JPt%OkQ7V7~M1lB^v@iBgMm{=8N--ix1{QdiJ9`>3NRRR~ zq(cG7|Bpc<)5iIVe}+f^0RZs-YtY2O#lqUc(9y!h#@^h($>g75l{gv5AbR+a*IYyU z5`5fzdGh3&5M2Cn94pDh4AP{KwmMO*%WBY_xv@(bETF9&1*~lk92=%qK&T7dbt#WY z{a)_50t}vmu8cid(nwOUwdCxUBab}*NsBU(3c`F0%01+L2~kIsc5|*LtwYDC3e(WX 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options.show_symbol_type_heading = true # show attribute, method, ... before member + +[project.plugins.markdown-exec] \ No newline at end of file From 12930e1882cb143992d4d89b55f88ee079b86f1f Mon Sep 17 00:00:00 2001 From: Abel Heinsbroek Date: Thu, 20 Aug 2026 13:00:49 +0200 Subject: [PATCH 10/12] translate examples to MD for inclusion in docs, add introduction, how-it-works, and installation --- docs/examples/aluminium-limit.md | 19 ++ docs/examples/ca-f-fluorite.md | 57 ++++++ docs/examples/calcite-dissolution.md | 54 ++++++ docs/examples/carbonic-acid.md | 52 ++++++ docs/examples/functionality-overview.md | 103 +++++++++++ docs/examples/gas-phase.md | 141 ++++++++++++++ docs/examples/gas-solubilities.md | 127 +++++++++++++ docs/examples/gas_data/O2_27.dat | 10 + docs/examples/gas_data/ch4_100c.dat | 18 ++ docs/examples/gas_data/ch4_25c.dat | 12 ++ docs/examples/gas_data/ch4_50c.dat | 7 + docs/examples/gas_data/co2_4m_NaCl.dat | 17 ++ docs/examples/gas_data/n2_25C.dat | 9 + docs/examples/gibbsite-solubility.md | 39 ++++ docs/examples/gypsum-evaporation.md | 52 ++++++ docs/examples/index.md | 32 ++++ docs/examples/monod-kinetics.md | 45 +++++ docs/examples/quartz-kinetics.md | 76 ++++++++ docs/explanation.md | 5 - docs/getting-started/adding-a-solution.md | 5 + docs/getting-started/changing-solutions.md | 5 + docs/getting-started/installation.md | 104 +++++++++++ .../querying-solution-properties.md | 5 + docs/how-to-guides.md | 26 --- docs/index.md | 80 ++------ docs/introduction/how-it-works.md | 173 ++++++++++++++++++ docs/introduction/supported-features.md | 93 ++++++++++ docs/javascripts/pyodide-helpers.js | 109 +++++++++++ docs/pyodide/ppdocs.py | 59 ++++++ docs/reference.md | 9 - docs/reference/equilibriumphase.md | 5 + docs/reference/gas.md | 5 + docs/reference/index.md | 13 ++ docs/reference/phreeqpython.md | 5 + docs/reference/solution.md | 5 + docs/reference/viphreeqc.md | 9 + docs/stylesheets/extra.css | 24 +++ docs/tutorials.md | 5 - zensical.toml | 60 ++++-- 39 files changed, 1554 insertions(+), 120 deletions(-) create mode 100644 docs/examples/aluminium-limit.md create mode 100644 docs/examples/ca-f-fluorite.md create mode 100644 docs/examples/calcite-dissolution.md create mode 100644 docs/examples/carbonic-acid.md create mode 100644 docs/examples/functionality-overview.md create mode 100644 docs/examples/gas-phase.md create mode 100644 docs/examples/gas-solubilities.md create mode 100644 docs/examples/gas_data/O2_27.dat create mode 100644 docs/examples/gas_data/ch4_100c.dat create mode 100644 docs/examples/gas_data/ch4_25c.dat create mode 100644 docs/examples/gas_data/ch4_50c.dat create mode 100644 docs/examples/gas_data/co2_4m_NaCl.dat create mode 100644 docs/examples/gas_data/n2_25C.dat create mode 100644 docs/examples/gibbsite-solubility.md create mode 100644 docs/examples/gypsum-evaporation.md create mode 100644 docs/examples/index.md create mode 100644 docs/examples/monod-kinetics.md create mode 100644 docs/examples/quartz-kinetics.md delete mode 100644 docs/explanation.md create mode 100644 docs/getting-started/adding-a-solution.md create mode 100644 docs/getting-started/changing-solutions.md create mode 100644 docs/getting-started/installation.md create mode 100644 docs/getting-started/querying-solution-properties.md delete mode 100644 docs/how-to-guides.md create mode 100644 docs/introduction/how-it-works.md create mode 100644 docs/introduction/supported-features.md create mode 100644 docs/javascripts/pyodide-helpers.js create mode 100644 docs/pyodide/ppdocs.py delete mode 100644 docs/reference.md create mode 100644 docs/reference/equilibriumphase.md create mode 100644 docs/reference/gas.md create mode 100644 docs/reference/index.md create mode 100644 docs/reference/phreeqpython.md create mode 100644 docs/reference/solution.md create mode 100644 docs/reference/viphreeqc.md create mode 100644 docs/stylesheets/extra.css delete mode 100644 docs/tutorials.md diff --git a/docs/examples/aluminium-limit.md b/docs/examples/aluminium-limit.md new file mode 100644 index 0000000..3bc0afa --- /dev/null +++ b/docs/examples/aluminium-limit.md @@ -0,0 +1,19 @@ +--- +icon: lucide/beaker +--- + +# Aluminium drinking-water limit + +Al concentration exceeds a 0.2 mg/kgw drinking-water limit at low and high pH, after [Appelo's aluminium example](http://hydrochemistry.eu/exmpls/al_conc.html). The pH values below are where that Al total is in equilibrium with gibbsite. + +???+ info "You can run these examples" + + Click **Run** (or Ctrl+Enter). + +```pyodide session="al" height="8-12" install="../../wheels/phreeqpython-1.6.2+pyodide-py3-none-any.whl" +from phreeqpython import PhreeqPython + +pp = PhreeqPython('phreeqc.dat') +print('Lower limit pH', pp.add_solution({'Al': '0.2 mg/kgw', 'pH': '4 Gibbsite'}).pH) +print('Upper limit pH', pp.add_solution({'Al': '0.2 mg/kgw', 'pH': '8 Gibbsite'}).pH) +``` diff --git a/docs/examples/ca-f-fluorite.md b/docs/examples/ca-f-fluorite.md new file mode 100644 index 0000000..860c7c4 --- /dev/null +++ b/docs/examples/ca-f-fluorite.md @@ -0,0 +1,57 @@ +--- +icon: lucide/beaker +--- + +# Ca–F equilibrium with fluorite + +The relation between fluoride and calcium in water, after [Appelo's fluorite example](http://hydrochemistry.eu/exmpls/ca_f.html). Calcite and fluorite stay at equilibrium while albite dissolves. + +???+ info "You can run these examples" + + Click **Run** (or Ctrl+Enter). Editors on this page **share a session**: run them in order. + +```pyodide session="caf" height="18-28" install="matplotlib,numpy,../../wheels/phreeqpython-1.6.2+pyodide-py3-none-any.whl" +from phreeqpython import PhreeqPython +import matplotlib.pyplot as plt + +pp = PhreeqPython() +solution1 = pp.add_solution({ + 'pH': '7 charge', + 'C': '1 CO2(g) -1', + 'Ca': '1 Calcite', + 'F': '1 Fluorite', +}) + +x, y, yy = [], [], [] + +for i in range(16): + x.append(solution1.total_element('Ca', 'mg')) + y.append(solution1.total_element('F', 'mg')) + yy.append(solution1.pH) + solution1.add('NaAlSi3O8', 7.5 / 15) + solution1.equalize( + ['Fluorite', 'Calcite', 'Quartz', 'Kaolinite'], + ['', '', 0, 0], + ['', '', 0, 0], + ) + +print('points', len(x), 'final pH', round(yy[-1], 2)) +``` + +```pyodide session="caf" height="14-22" install="matplotlib,numpy,../../wheels/phreeqpython-1.6.2+pyodide-py3-none-any.whl" +fig = plt.figure(figsize=[10, 5]) +ax = plt.gca() +ax2 = ax.twinx() +ax.plot(x, y, 'rs-', label='F') +ax2.plot(x, yy, 'gd-', label='pH') +ax.set_ylim([0, 10]) +ax.set_xlim([0, 160]) +ax2.set_ylim([6.5, 7.5]) +ax.set_xlabel('Ca (mg/l)') +ax.set_ylabel('F (mg/l)') +ax2.set_ylabel('pH (-)') +ax.grid() +plt.title('Fluorite equilibrium during Na-feldspar dissolution') +fig.legend(loc=1, bbox_to_anchor=(1, 1), bbox_transform=ax.transAxes) +show_plot(fig) +``` diff --git a/docs/examples/calcite-dissolution.md b/docs/examples/calcite-dissolution.md new file mode 100644 index 0000000..1538b47 --- /dev/null +++ b/docs/examples/calcite-dissolution.md @@ -0,0 +1,54 @@ +--- +icon: lucide/beaker +--- + +# Calcite dissolution + +Calcite dissolution as a function of CO₂ pressure, after [Appelo's calcite example](http://hydrochemistry.eu/exmpls/calcite.html). Equilibrium along a CO₂ titration is compared with mixing two end members. + +???+ info "You can run these examples" + + Click **Run** (or Ctrl+Enter). Editors on this page **share a session**: run them in order. + +!!! warning "Changes are additive" + + The loop adds CO₂ to `solution0` in place. Run it once. To start over, rerun from the first editor. + +```pyodide session="calcite" height="16-24" install="matplotlib,numpy,../../wheels/phreeqpython-1.6.2+pyodide-py3-none-any.whl" +from phreeqpython import PhreeqPython +import matplotlib.pyplot as plt + +pp = PhreeqPython(database='phreeqc.dat') + +solution0 = pp.add_solution({}) +solution1 = pp.add_solution({}).equalize(['Calcite', 'CO2(g)'], [0, -1.7]) +solution2 = pp.add_solution({}).equalize(['Calcite', 'CO2(g)'], [0, -3.5]) +solution3 = solution1 * 0.5 + solution2 * 0.5 + +x, y = [], [] +for i in range(30): + solution0.add('CO2', 3.5 / 30) + solution0.saturate('Calcite') + x.append(solution0.sr('CO2(g)') * 100) + y.append(solution0.total_element('Ca')) + +print('points', len(x)) +``` + +```pyodide session="calcite" height="12-18" install="matplotlib,numpy,../../wheels/phreeqpython-1.6.2+pyodide-py3-none-any.whl" +fig = plt.figure(figsize=[7, 7]) +plt.plot(x, y, 'rs-', label='equilibrium') +plt.plot( + [solution1.sr('CO2(g)') * 1e2, solution2.sr('CO2(g)') * 1e2], + [solution1.total_element('Ca'), solution2.total_element('Ca')], + '-gx', + label='mixing line', +) +plt.plot(solution3.sr('CO2(g)') * 1e2, solution3.total_element('Ca'), '-b^', label='1:1') +plt.xlim([0, 3]) +plt.ylim([0, 3]) +plt.grid() +plt.legend() +plt.title('Calcite equilibrium') +show_plot(fig) +``` diff --git a/docs/examples/carbonic-acid.md b/docs/examples/carbonic-acid.md new file mode 100644 index 0000000..9d3ce7b --- /dev/null +++ b/docs/examples/carbonic-acid.md @@ -0,0 +1,52 @@ +--- +icon: lucide/beaker +--- + +# Carbonic acid equilibrium + +Carbonic acid (H₂CO₃), bicarbonate (HCO₃⁻) and carbonate (CO₃²⁻) form in water through: + +- CO₂ + H₂O ⇌ H₂CO₃ +- H₂CO₃ ⇌ HCO₃⁻ + H⁺ +- HCO₃⁻ ⇌ CO₃²⁻ + H⁺ + +The distribution depends on pH. This example titrates 1 mmol NaHCO₃ from pH 0 to 14. + +???+ info "You can run these examples" + + Click **Run** (or Ctrl+Enter). Editors on this page **share a session**: run them in order. The loop has many pH steps and can take a short while in the browser. + +```pyodide session="carbonic" height="8-14" install="matplotlib,numpy,../../wheels/phreeqpython-1.6.2+pyodide-py3-none-any.whl" +from phreeqpython import PhreeqPython +import numpy as np +import matplotlib.pyplot as plt + +pp = PhreeqPython() +solution = pp.add_solution_simple({'NaHCO3': 1.0}) +print('pH {:.2f}, SC {:.2f} uS/cm'.format(solution.pH, solution.sc)) +``` + +!!! warning "Changes are additive" + + `change_ph` doses acid or base **into the same solution**. Run the loop once. To start over, rerun the first editor. + +```pyodide session="carbonic" height="14-22" install="matplotlib,numpy,../../wheels/phreeqpython-1.6.2+pyodide-py3-none-any.whl" +phs, co2, hco3, co3 = [], [], [], [] + +for pH in np.arange(0, 14.1, 0.2): + solution.change_ph(pH) + phs.append(pH) + co2.append(solution.total('CO2') * 1000) + hco3.append(solution.total('HCO3') * 1000) + co3.append(solution.total('CO3') * 1000) + +fig = plt.figure(figsize=[10, 5]) +plt.plot(phs, co2, label='CO2') +plt.plot(phs, hco3, label='HCO3-') +plt.plot(phs, co3, label='CO3-2') +plt.xlabel('pH') +plt.ylabel('Concentration (mmol)') +plt.title('Carbonic acid, bicarbonate, carbonate') +plt.legend() +show_plot(fig) +``` diff --git a/docs/examples/functionality-overview.md b/docs/examples/functionality-overview.md new file mode 100644 index 0000000..a04f24b --- /dev/null +++ b/docs/examples/functionality-overview.md @@ -0,0 +1,103 @@ +--- +icon: lucide/beaker +--- + +# Functionality overview + +A tour of the main `Solution` methods: create, query, change, mix, copy, and forget. + +???+ info "You can run these examples" + + Click **Run** (or Ctrl+Enter). The first run loads Pyodide and can take a few seconds. Editors on this page **share a session**: run them in order. + +## Adding solutions + +```pyodide session="overview" height="14-24" install="../../wheels/phreeqpython-1.6.2+pyodide-py3-none-any.whl" +from phreeqpython import PhreeqPython + +pp = PhreeqPython() + +# Simple, through a reaction block +solution = pp.add_solution_simple({'CaCl2': 1.0, 'NaHCO3': 2.0}, temperature=15) + +# More control: standard PHREEQC SOLUTION keywords (PHREEQC example 3 — mixing) +solution2 = pp.add_solution({ + 'units': 'ppm', + 'pH': 8.22, + 'pe': 8.451, + 'density': 1.023, + 'temp': 25.0, + 'Ca': 412.3, + 'Mg': 1291.8, + 'Na': 10768.0, + 'K': 399.1, + 'Si': 4.28, + 'Cl': 19353.0, + 'Alkalinity': '141.682 as HCO3', + 'S(6)': 2712.0, +}) +print('pH', round(solution.pH, 2), 'SC', round(solution.sc, 2)) +``` + +## Basic properties + +```pyodide session="overview" height="8-14" install="../../wheels/phreeqpython-1.6.2+pyodide-py3-none-any.whl" +print('Solution pH: {:.3}'.format(solution.pH)) +print('Solution sc: {:3.2f}'.format(solution.sc)) +print('Solution pe: {:.3}'.format(solution.pe)) +print('Temperature: {:.3}'.format(solution.temperature)) +print('Mass: {:.3}'.format(solution.mass)) +``` + +## Speciation, elements, phases + +```pyodide session="overview" height="8-16" install="../../wheels/phreeqpython-1.6.2+pyodide-py3-none-any.whl" +print('Species (mmol):') +for name, amount in list(solution.species.items())[:8]: + print(f' {name:12} {amount:.4g}') +print('...') +print('Cl mmol', solution.total_element('Cl', units='mmol')) +print('HCO3 mg', solution.total('HCO3', units='mg')) +print('SI Calcite', round(solution.si('Calcite'), 2)) +``` + +## Modifying solutions + +!!! warning "Changes are additive" + + These calls change `solution` **in place**. Run this cell once. To start over, rerun **Adding solutions**. + +```pyodide session="overview" height="10-16" install="../../wheels/phreeqpython-1.6.2+pyodide-py3-none-any.whl" +solution.add('NaOH', 1, 'mmol') +solution.remove('NaCl', 1, 'mmol') +solution.remove_fraction('CO3', 0.5) + +solution.saturate('Calcite', 1.0) +solution.desaturate('Calcite', 0.0) + +solution.change_ph(5, 'HCl') +print('pH', round(solution.pH, 2)) + +solution.change_temperature(10) +print('T', solution.temperature) +``` + +## Mixing + +```pyodide session="overview" height="12-18" install="../../wheels/phreeqpython-1.6.2+pyodide-py3-none-any.whl" +solution1 = pp.add_solution_simple({'NaCl': 1}) +solution2 = pp.add_solution_simple({'NaCl': 3}) +solution3 = solution1 * 0.5 + solution2 * 0.5 +solution4 = solution1 + solution2 + +print('Solution 3 Cl mmol', round(solution3.total('Cl'), 3), 'mass', solution3.mass) +print('Solution 4 Cl mmol', round(solution4.total('Cl'), 3), 'mass', solution4.mass) +``` + +## Copy and forget + +```pyodide session="overview" height="6-10" install="../../wheels/phreeqpython-1.6.2+pyodide-py3-none-any.whl" +solution5 = solution4.copy() +print(solution5.sc) +solution5.forget() +``` diff --git a/docs/examples/gas-phase.md b/docs/examples/gas-phase.md new file mode 100644 index 0000000..d79d2b3 --- /dev/null +++ b/docs/examples/gas-phase.md @@ -0,0 +1,141 @@ +--- +icon: lucide/beaker +--- + +# Gas-phase calculations + +Fixed-pressure vs fixed-volume gas after reaction of organic matter, after [PHREEQC example 7](https://wwwbrr.cr.usgs.gov/projects/GWC_coupled/phreeqc/phreeqc3-html/phreeqc3-62.htm#50528271_44022). + +???+ info "You can run these examples" + + Click **Run** (or Ctrl+Enter). Editors on this page **share a session**: run them in order. The reaction loop can take a few seconds. + +```pyodide session="gasphase" height="8-12" install="matplotlib,numpy,pandas,../../wheels/phreeqpython-1.6.2+pyodide-py3-none-any.whl" +from phreeqpython import PhreeqPython +import numpy as np +import pandas as pd +import matplotlib.pyplot as plt + +pp = PhreeqPython(database='phreeqc.dat') +``` + +Add NH₄ / NH₃ species used in the original PHREEQC input: + +```pyodide session="gasphase" height="16-24" install="matplotlib,numpy,pandas,../../wheels/phreeqpython-1.6.2+pyodide-py3-none-any.whl" +pp.ip.run_string(""" +SOLUTION_MASTER_SPECIES +N(-3) NH4+ 0.0 N +SOLUTION_SPECIES +NH4+ = NH3 + H+ + log_k -9.252 + delta_h 12.48 kcal + -analytic 0.6322 -0.001225 -2835.76 + +NO3- + 10 H+ + 8 e- = NH4+ + 3 H2O + log_k 119.077 + delta_h -187.055 kcal + -gamma 2.5000 0.0000 +PHASES +NH3(g) + NH3 = NH3 + log_k 1.770 + delta_h -8.170 kcal +""") +print('NH3 species loaded') +``` + +```pyodide session="gasphase" height="22-32" install="matplotlib,numpy,pandas,../../wheels/phreeqpython-1.6.2+pyodide-py3-none-any.whl" +solution1 = pp.add_solution({}) +solution1.equalize(['Calcite', 'CO2(g)'], [0, -1.5]) + +fixed_pressure = pp.add_gas( + {'CO2(g)': 0, 'CH4(g)': 0, 'N2(g)': 0, 'H2O(g)': 0}, + pressure=1.1, + fixed_pressure=True, +) +fixed_volume = pp.add_gas( + {'CO2(g)': 0, 'CH4(g)': 0, 'N2(g)': 0, 'H2O(g)': 0}, + volume=23.19, + fixed_pressure=False, + fixed_volume=True, + equilibrate_with=solution1, +) + +mmol = [1, 2, 3, 4, 8, 16, 32, 64, 125, 250, 500, 1000] +fp_vol, fp_pres, fp_frac = [], [], [] +fv_vol, fv_pres, fv_frac = [], [], [] + +for m in mmol: + sol = solution1.copy() + fp = fixed_pressure.copy() + sol.add('CH2O(NH3)0.07', m, 'mmol') + sol.interact(fp) + fp_vol.append(fp.volume) + fp_pres.append(fp.pressure) + fp_frac.append(fp.partial_pressures) + sol.forget() + fp.forget() + + sol = solution1.copy() + fv = fixed_volume.copy() + sol.add('CH2O(NH3)0.07', m, 'mmol') + sol.interact(fv) + fv_vol.append(fv.volume) + fv_pres.append(fv.pressure) + fv_frac.append(fv.partial_pressures) + sol.forget() + fv.forget() + +print('steps', len(mmol)) +``` + +## Total gas pressure and volume + +```pyodide session="gasphase" height="16-24" install="matplotlib,numpy,pandas,../../wheels/phreeqpython-1.6.2+pyodide-py3-none-any.whl" +fig = plt.figure(figsize=[8, 5]) +ax1 = plt.gca() +ax2 = ax1.twinx() +ax1.plot(mmol, np.log10(fp_pres), 'x-', color='tab:purple', label='Fixed P — pressure') +ax1.plot(mmol, np.log10(fv_pres), 's-', color='tab:purple', label='Fixed V — pressure') +ax1.plot(np.nan, np.nan, 'x-', color='tab:blue', label='Fixed P — volume') +ax1.plot(np.nan, np.nan, 's-', color='tab:blue', label='Fixed V — volume') +ax2.plot(mmol, fp_vol, 'x-') +ax2.plot(mmol, fv_vol, 's-', color='tab:blue') +ax2.set_xscale('log') +ax2.set_yscale('log') +ax1.set_xlim([1e0, 1e3]) +ax2.set_xlim([1e0, 1e3]) +ax1.set_ylim([-5, 1]) +ax2.set_ylim([1e-3, 1e5]) +ax1.legend(loc=4) +ax1.grid() +ax1.set_xlabel('Organic matter reacted, in millimoles') +ax1.set_ylabel('Log(Pressure, in atmospheres)') +ax2.set_ylabel('Volume, in liters') +show_plot(fig) +``` + +## Gas composition + +```pyodide session="gasphase" height="14-22" install="matplotlib,numpy,pandas,../../wheels/phreeqpython-1.6.2+pyodide-py3-none-any.whl" +fig = plt.figure(figsize=[12, 5]) +fig.add_subplot(1, 2, 1) +pd.DataFrame(fp_frac, index=mmol).apply(np.log10)[2:].plot(style='-x', ax=plt.gca()) +plt.title('Fixed-pressure gas composition') +plt.xscale('log') +plt.ylim([-5, 1]) +plt.grid() +plt.xlim(1e0, 1e3) +plt.xlabel('Organic matter reacted, in millimoles') +plt.ylabel('Log(Partial pressure, in atmospheres)') + +fig.add_subplot(1, 2, 2) +pd.DataFrame(fv_frac, index=mmol).apply(np.log10).plot(style='-o', ax=plt.gca()) +plt.title('Fixed-volume gas composition') +plt.xscale('log') +plt.xlabel('Organic matter reacted, in millimoles') +plt.ylabel('Log(Partial pressure, in atmospheres)') +plt.grid() +plt.ylim([-5, 1]) +show_plot(fig) +``` diff --git a/docs/examples/gas-solubilities.md b/docs/examples/gas-solubilities.md new file mode 100644 index 0000000..35bd831 --- /dev/null +++ b/docs/examples/gas-solubilities.md @@ -0,0 +1,127 @@ +--- +icon: lucide/beaker +--- + +# Gas solubilities + +O₂, N₂, CH₄, and CO₂ (in 4 M NaCl, Pitzer) as a function of pressure. Markers are literature / tabulated values shipped with the example. + +The browser version uses fewer pressure steps than the original notebook so it finishes in a reasonable time. + +???+ info "You can run these examples" + + Click **Run** (or Ctrl+Enter). Editors on this page **share a session**: run them in order. Each gas is a separate cell; CO₂ is the slowest. + +```pyodide session="solubility" height="8-12" install="matplotlib,numpy,pandas,../../wheels/phreeqpython-1.6.2+pyodide-py3-none-any.whl" +from phreeqpython import PhreeqPython +import numpy as np +import matplotlib.pyplot as plt + +pp = PhreeqPython(database='phreeqc.dat') +print('database', 'phreeqc.dat') +``` + +## Oxygen + +```pyodide session="solubility" height="14-22" install="matplotlib,numpy,pandas,../../wheels/phreeqpython-1.6.2+pyodide-py3-none-any.whl" +pressure_range = np.linspace(0.01, 100, 25) +o2 = [] +for p in pressure_range: + sol = pp.add_solution({'temp': 27}) + gas = pp.add_gas({'O2(g)': p}, pressure=p, fixed_pressure=True) + sol.interact(gas) + o2.append(sol.total('O2', 'mol')) + sol.forget() + gas.forget() + +fig = plt.figure(figsize=[8, 5]) +plt.plot(pressure_range, o2, label='PhreeqPython') +load_tsv('O2_27.dat').plot(style='x', ax=plt.gca()) +plt.title('Oxygen') +plt.xlabel('Pressure / atm') +plt.ylabel('O2 / (mol/kgw)') +plt.legend() +show_plot(fig) +``` + +## Nitrogen + +```pyodide session="solubility" height="14-22" install="matplotlib,numpy,pandas,../../wheels/phreeqpython-1.6.2+pyodide-py3-none-any.whl" +pressure_range = np.linspace(0.01, 1000, 25) +n2 = [] +for p in pressure_range: + sol = pp.add_solution({'temp': 25}) + gas = pp.add_gas({'N2(g)': p}, pressure=p, fixed_pressure=True) + sol.interact(gas) + n2.append(sol.total_element('N', 'mol') / 2) + sol.forget() + gas.forget() + +fig = plt.figure(figsize=[8, 5]) +plt.plot(pressure_range, n2, label='PhreeqPython') +load_tsv('n2_25C.dat').plot(style='x', ax=plt.gca()) +plt.title('Nitrogen') +plt.xlabel('Pressure / atm') +plt.ylabel('N2 / (mol/kgw)') +plt.legend() +show_plot(fig) +``` + +## Methane + +```pyodide session="solubility" height="16-24" install="matplotlib,numpy,pandas,../../wheels/phreeqpython-1.6.2+pyodide-py3-none-any.whl" +fig = plt.figure(figsize=[8, 5]) +colors = ['C0', 'C1', 'C2'] +for temp in [25, 50, 100]: + pressure_range = np.linspace(0.01, 1000, 20) + ch4 = [] + for p in pressure_range: + sol = pp.add_solution({'temp': temp}) + gas = pp.add_gas({'CH4(g)': p}, pressure=p, fixed_pressure=True) + sol.interact(gas) + ch4.append(sol.total('CH4', 'mol')) + sol.forget() + gas.forget() + color = colors.pop(0) + plt.plot(pressure_range, ch4, color=color, label=f'{temp} °C') + plt.plot(load_tsv(f'ch4_{temp}c.dat'), 'x', color=color) + +plt.title('Methane') +plt.xlabel('Pressure / atm') +plt.ylabel('CH4 / (mol/kgw)') +plt.legend() +show_plot(fig) +``` + +## CO₂ in 4 M NaCl + +Uses the Pitzer database. + +```pyodide session="solubility" height="16-24" install="matplotlib,numpy,pandas,../../wheels/phreeqpython-1.6.2+pyodide-py3-none-any.whl" +pitzer = PhreeqPython(database='pitzer.dat') +fig = plt.figure(figsize=[8, 5]) +colors = ['C0', 'C1', 'C2'] +data = load_tsv('co2_4m_NaCl.dat') +index = 0 +for temp in [80, 120, 160]: + pressure_range = np.linspace(0.01, 100, 20) + co2 = [] + for p in pressure_range: + sol = pitzer.add_solution({'temp': temp}) + sol.add('NaCl', 4, 'mol') + gas = pitzer.add_gas({'CO2(g)': p}, pressure=p, fixed_pressure=True) + sol.interact(gas) + co2.append(sol.total_element('C', units='mol')) + sol.forget() + gas.forget() + color = colors.pop(0) + plt.plot(pressure_range * 1.013, co2, color=color, label=f'{temp} °C') + plt.plot(data.iloc[:, index], 'x', color=color) + index += 1 + +plt.title('CO2 in 4 M NaCl') +plt.xlabel('Pressure / bar') +plt.ylabel('CO2 / (mol/kgw)') +plt.legend() +show_plot(fig) +``` diff --git a/docs/examples/gas_data/O2_27.dat b/docs/examples/gas_data/O2_27.dat new file mode 100644 index 0000000..664a292 --- /dev/null +++ b/docs/examples/gas_data/O2_27.dat @@ -0,0 +1,10 @@ +P 27C +10 0.0124 +20 0.024461717 +30 0.036490161 +40 0.047265295 +50 0.05745814 +70 0.071333274 +80 0.080755277 +90 0.088790877 +100 0.094835599 diff --git a/docs/examples/gas_data/ch4_100c.dat b/docs/examples/gas_data/ch4_100c.dat new file mode 100644 index 0000000..3e62e33 --- /dev/null +++ b/docs/examples/gas_data/ch4_100c.dat @@ -0,0 +1,18 @@ +P 100C +30.0 0.0381 +70.0 0.0613 +100.0 0.0995 +135.0 0.1075 +175.0 0.1193 +215.0 0.1500 +250.0 0.1580 +300.0 0.1777 +350.0 0.1896 +400.0 0.2054 +450.0 0.2023 +475.0 0.2140 +500.0 0.2370 +550.0 0.2340 +600.0 0.2574 +675.0 0.2545 +700.0 0.2623 diff --git a/docs/examples/gas_data/ch4_25c.dat b/docs/examples/gas_data/ch4_25c.dat new file mode 100644 index 0000000..0342e4b --- /dev/null +++ b/docs/examples/gas_data/ch4_25c.dat @@ -0,0 +1,12 @@ +P 25C +22.4 0.0410 +35.3 0.0528 +51.4 0.0704 +67.4 0.0909 +125.6 0.1233 +174.0 0.1498 +238.6 0.1764 +335.6 0.2031 +439.1 0.2327 +529.7 0.2535 +633.2 0.2715 diff --git a/docs/examples/gas_data/ch4_50c.dat b/docs/examples/gas_data/ch4_50c.dat new file mode 100644 index 0000000..f59f55d --- /dev/null +++ b/docs/examples/gas_data/ch4_50c.dat @@ -0,0 +1,7 @@ +P 50C +99.9 0.0764 +203.3 0.1236 +303.5 0.1532 +397.3 0.1799 +500.8 0.2066 +601.2 0.2216 diff --git a/docs/examples/gas_data/co2_4m_NaCl.dat b/docs/examples/gas_data/co2_4m_NaCl.dat new file mode 100644 index 0000000..5b97abf --- /dev/null +++ b/docs/examples/gas_data/co2_4m_NaCl.dat @@ -0,0 +1,17 @@ +P 80C 120C 160C +8.079 4.908e-02 +1.659e+01 9.969e-02 +3.384e+01 2.025e-01 +5.611e+01 3.083e-01 +6.943e+01 3.589e-01 +8.341e+01 4.110e-01 +9.651e+01 4.617e-01 +1.201e+01 5.061e-02 +2.336e+01 1.012e-01 +4.760e+01 2.071e-01 +7.664e+01 3.144e-01 +9.323e+01 3.650e-01 +1.659e+01 4.755e-02 +2.882e+01 9.969e-02 +5.917e+01 2.193e-01 +9.039e+01 3.252e-01 diff --git a/docs/examples/gas_data/n2_25C.dat b/docs/examples/gas_data/n2_25C.dat new file mode 100644 index 0000000..a440c69 --- /dev/null +++ b/docs/examples/gas_data/n2_25C.dat @@ -0,0 +1,9 @@ +P 25C +25 0.015535714 +50 0.016696429 +100 0.056473214 +200 0.100758929 +300 0.136473214 +500 0.198035714 +800 0.273660714 +1000 0.31875 diff --git a/docs/examples/gibbsite-solubility.md b/docs/examples/gibbsite-solubility.md new file mode 100644 index 0000000..41f064a --- /dev/null +++ b/docs/examples/gibbsite-solubility.md @@ -0,0 +1,39 @@ +--- +icon: lucide/beaker +--- + +# Gibbsite solubility + +Gibbsite solubility as a function of pH, after [Appelo's gibbsite example](http://hydrochemistry.eu/exmpls/gibbsite.html). + +???+ info "You can run these examples" + + Click **Run** (or Ctrl+Enter). Editors on this page **share a session**: run them in order. + +```pyodide session="gibbsite" height="12-18" install="matplotlib,numpy,../../wheels/phreeqpython-1.6.2+pyodide-py3-none-any.whl" +from phreeqpython import PhreeqPython +import numpy as np +import matplotlib.pyplot as plt + +pp = PhreeqPython('phreeqc.dat') +x, y = [], [] + +for ph in np.linspace(3, 12, 17): + sol = pp.add_solution({'pH': ph, 'Al': '1e3 Gibbsite'}) + x.append(ph) + y.append(sol.total_element('Al', units='mol')) + +print('pH range', x[0], '–', x[-1]) +``` + +```pyodide session="gibbsite" height="10-16" install="matplotlib,numpy,../../wheels/phreeqpython-1.6.2+pyodide-py3-none-any.whl" +fig = plt.figure(figsize=[10, 5]) +plt.plot(x, y, 'rs-') +plt.title('Gibbsite equilibrium') +plt.xlim(0, 14) +plt.yscale('log') +plt.xlabel('pH') +plt.ylabel('Al (mol/kgw)') +plt.grid() +show_plot(fig) +``` diff --git a/docs/examples/gypsum-evaporation.md b/docs/examples/gypsum-evaporation.md new file mode 100644 index 0000000..b2baf36 --- /dev/null +++ b/docs/examples/gypsum-evaporation.md @@ -0,0 +1,52 @@ +--- +icon: lucide/beaker +--- + +# Gypsum precipitation upon evaporation + +Gypsum precipitation as water is evaporated, after [Appelo's evaporation example](http://hydrochemistry.eu/exmpls/evap.html). Bromide is a conservative tracer for concentration. + +???+ info "You can run these examples" + + Click **Run** (or Ctrl+Enter). Editors on this page **share a session**: run them in order. + +!!! warning "Changes are additive" + + Each step **removes water** from the same solutions. Run the cell once. To start over, rerun it after reloading the page, or wrap the setup and loop together and run once. + +```pyodide session="gypsum" height="22-32" install="matplotlib,numpy,../../wheels/phreeqpython-1.6.2+pyodide-py3-none-any.whl" +from phreeqpython import PhreeqPython +import matplotlib.pyplot as plt + +pp = PhreeqPython('phreeqc.dat') + +sol1 = pp.add_solution({'Ca': 3.5, 'S(6)': 3.5, 'Br': 1e-6}) +x, y, y2 = [], [], [] +for i in range(20): + sol1.remove('H2O', 55.3 / 20, units='mol') + sol1.desaturate('Gypsum') + x.append(sol1.total_element('Br', units='mol') / sol1.mass / 1e-9) + y.append(sol1.total_element('S', units='mol') / sol1.mass) + y2.append(sol1.total_element('Ca', units='mol') / sol1.mass) + +sol2 = pp.add_solution({'Ca': 3.5, 'S(6)': 7.0, 'Br': 1e-6}) +y3, y4 = [], [] +for i in range(20): + sol2.remove('H2O', 55.3 / 20, units='mol') + sol2.desaturate('Gypsum') + y3.append(sol2.total_element('S', units='mol') / sol2.mass) + y4.append(sol2.total_element('Ca', units='mol') / sol2.mass) + +fig = plt.figure(figsize=[10, 5]) +plt.plot(x, y, 'rs-', label='SO4(=Ca)') +plt.plot(x, y2, 'gd-', label='Ca') +plt.plot(x, y3, 'b^-', label='SO4(=2*Ca)') +plt.plot(x, y4, 'yd-', label='Ca (2× SO4)') +plt.yscale('log') +plt.xscale('log') +plt.xlabel('Concentration factor (Br)') +plt.ylabel('mol / kgw') +plt.legend() +plt.grid() +show_plot(fig) +``` diff --git a/docs/examples/index.md b/docs/examples/index.md new file mode 100644 index 0000000..7c03569 --- /dev/null +++ b/docs/examples/index.md @@ -0,0 +1,32 @@ +--- +icon: lucide/beaker +--- + +# Examples + +Worked examples from the PhreeqPython notebooks, as live editors in the browser. Click **Run** (or Ctrl+Enter) on each cell. Editors on a page **share a session**, so run them in order. + +The original Jupyter notebooks remain in [`examples/`](https://github.com/Vitens/phreeqpython/tree/master/examples) if you prefer to run them locally. + +## General + +- [Functionality overview](functionality-overview.md) — create solutions, query properties, mix, copy +- [Carbonic acid equilibrium](carbonic-acid.md) — CO₂ / HCO₃⁻ / CO₃²⁻ vs pH + +## Equilibrium + +- [Ca–F and fluorite](ca-f-fluorite.md) — fluoride vs calcium during feldspar dissolution +- [Calcite dissolution](calcite-dissolution.md) — calcite vs CO₂ pressure, including mixing +- [Gibbsite solubility](gibbsite-solubility.md) — dissolved Al vs pH +- [Aluminium drinking-water limit](aluminium-limit.md) — pH where 0.2 mg/kgw Al is in equilibrium with gibbsite +- [Gypsum on evaporation](gypsum-evaporation.md) — gypsum precipitation as water is removed + +## Kinetics + +- [Quartz dissolution](quartz-kinetics.md) — `solution.kinetics()` and SciPy `odeint` +- [Monod kinetics](monod-kinetics.md) — methanogenic phenol biodegradation + +## Gas + +- [Solubilities](gas-solubilities.md) — O₂, N₂, CH₄, and CO₂ in 4 M NaCl +- [Gas-phase calculations](gas-phase.md) — fixed-pressure vs fixed-volume gas after organic-matter reaction diff --git a/docs/examples/monod-kinetics.md b/docs/examples/monod-kinetics.md new file mode 100644 index 0000000..0700bd5 --- /dev/null +++ b/docs/examples/monod-kinetics.md @@ -0,0 +1,45 @@ +--- +icon: lucide/beaker +--- + +# Monod kinetics + +Methanogenic biodegradation of phenol, after [Appelo's phenol example](http://hydrochemistry.eu/exmpls/phenol.html). A custom master species is added, then a Monod rate is integrated with SciPy. + +???+ info "You can run these examples" + + Click **Run** (or Ctrl+Enter). Editors on this page **share a session**: run them in order. + +```pyodide session="monod" height="10-16" install="matplotlib,numpy,scipy,../../wheels/phreeqpython-1.6.2+pyodide-py3-none-any.whl" +from phreeqpython import PhreeqPython +from scipy.integrate import odeint +import numpy as np +import matplotlib.pyplot as plt + +pp = PhreeqPython('phreeqc.dat') +pp.add_master_species(element='Phenol', master_species='Phenol', alkalinity=0, gfw=1, egfw=1) +pp.add_species('Phenol = Phenol', 0) +print('Phenol master species added') +``` + +```pyodide session="monod" height="16-24" install="matplotlib,numpy,scipy,../../wheels/phreeqpython-1.6.2+pyodide-py3-none-any.whl" +def rate_phenol(phenol, _, sol, k_max, k_half): + S = phenol[0] * 1e-3 + if S < 1e-9: + return 0 + rate = -k_max * S / (k_half + S) + return rate * 1e3 + +solution1 = pp.add_solution({'Phenol': 38.1}) +t = np.linspace(0, 3.3e6, 20) +y = odeint(rate_phenol, 38.1, t, args=(solution1, 1.61e-8, 1.7e-3)) + +fig = plt.figure(figsize=[10, 5]) +plt.plot(t / 86400, y, 'r-') +plt.xlabel('Time / days') +plt.ylabel('mg Phenol / L') +plt.title('Phenol degradation') +plt.xlim(0, 40) +plt.grid() +show_plot(fig) +``` diff --git a/docs/examples/quartz-kinetics.md b/docs/examples/quartz-kinetics.md new file mode 100644 index 0000000..01956fa --- /dev/null +++ b/docs/examples/quartz-kinetics.md @@ -0,0 +1,76 @@ +--- +icon: lucide/beaker +--- + +# Kinetic dissolution of quartz + +Quartz dissolution over five years, after [Appelo's quartz kinetics example](http://hydrochemistry.eu/exmpls/kin_qu.html). The first method uses `solution.kinetics()`; the second integrates the same rate with SciPy `odeint`. + +???+ info "You can run these examples" + + Click **Run** (or Ctrl+Enter). Editors on this page **share a session**: run them in order. SciPy is installed with the first cell; the loops can take a few seconds. + +```pyodide session="quartz" height="18-26" install="matplotlib,numpy,scipy,../../wheels/phreeqpython-1.6.2+pyodide-py3-none-any.whl" +from phreeqpython import PhreeqPython +import numpy as np +import matplotlib.pyplot as plt + +pp = PhreeqPython('phreeqc.dat') + +def ratefun(sol, quartz_dissolved, m0, A0, V): + m = m0 - quartz_dissolved + rate = (A0 / V) * (m / m0) ** 0.67 * 10 ** -13.7 * (1 - sol.sr('Quartz')) + return rate * 1e3 + +solution1 = pp.add_solution({}) +year = 365 * 24 * 3600 +t, y = np.array([]), [] + +for time, sol in solution1.kinetics( + 'SiO2', + rate_function=ratefun, + time=np.linspace(0, 5 * year, 15), + m0=158.5, + args=(23.13, 0.16), +): + t = np.append(t, time) + y.append(sol.total_element('Si', units='mmol')) + +fig = plt.figure(figsize=[10, 5]) +plt.plot(t / year, y, 'rs-') +plt.xlim([0, 5]) +plt.ylim([0, 0.12]) +plt.xlabel('Years') +plt.ylabel('mmol/l') +plt.title('Quartz dissolution (kinetics helper)') +plt.grid() +show_plot(fig) +``` + +## Same rate with odeint + +```pyodide session="quartz" height="18-26" install="matplotlib,numpy,scipy,../../wheels/phreeqpython-1.6.2+pyodide-py3-none-any.whl" +from scipy.integrate import odeint + +def rate_quartz(quartz_dissolved, time, sol, A0, V, m0): + temp = sol.copy() + temp.add('SiO2', quartz_dissolved[0], 'mol') + m = m0 - quartz_dissolved[0] + rate = (A0 / V) * (m / m0) ** 0.67 * 10 ** -13.7 * (1 - temp.sr('Quartz')) + temp.forget() + return rate + +solution2 = pp.add_solution({}) +tt = np.linspace(0, 5 * year, 15) +yy = odeint(rate_quartz, 0, tt, args=(solution2, 23.13, 0.16, 158.5)) + +fig = plt.figure(figsize=[10, 5]) +plt.plot(tt / year, yy * 1e3, 'rs-') +plt.xlim([0, 5]) +plt.ylim([0, 0.12]) +plt.xlabel('Years') +plt.ylabel('mmol/l') +plt.title('Quartz dissolution (odeint)') +plt.grid() +show_plot(fig) +``` diff --git a/docs/explanation.md b/docs/explanation.md deleted file mode 100644 index 0d5518a..0000000 --- a/docs/explanation.md +++ /dev/null @@ -1,5 +0,0 @@ -# Explanation - -More in depth stuff. - -E.g. some background on PhreeQC workings, with links to details. \ No newline at end of file diff --git a/docs/getting-started/adding-a-solution.md b/docs/getting-started/adding-a-solution.md new file mode 100644 index 0000000..cac08a1 --- /dev/null +++ b/docs/getting-started/adding-a-solution.md @@ -0,0 +1,5 @@ +--- +icon: lucide/plus +--- + +# Adding a solution diff --git a/docs/getting-started/changing-solutions.md b/docs/getting-started/changing-solutions.md new file mode 100644 index 0000000..d444f3d --- /dev/null +++ b/docs/getting-started/changing-solutions.md @@ -0,0 +1,5 @@ +--- +icon: lucide/pencil +--- + +# Changing solutions diff --git a/docs/getting-started/installation.md b/docs/getting-started/installation.md new file mode 100644 index 0000000..4e6bfd6 --- /dev/null +++ b/docs/getting-started/installation.md @@ -0,0 +1,104 @@ +--- +icon: lucide/download +--- + +# Installation + +PhreeqPython is available on PyPI and can be installed with `pip` or `uv`. The wheel comes bundled with a [VIPhreeqc](https://github.com/Vitens/VIPhreeqc) shared library and several default databases, so you do not need a separate PHREEQC install. + +=== "pip" + + ``` bash + pip install -U phreeqpython + ``` + +=== "uv" + + ``` bash + uv add phreeqpython + ``` + + Or, without a project: + + ``` bash + uv pip install phreeqpython + ``` + +## Platforms + +PhreeqPython is **64-bit only** and ships a native library per platform: + +| Platform | Library | Notes | +| --- | --- | --- | +| Windows | `viphreeqc.dll` | Needs the [Visual C++ Redistributable 2015](https://www.microsoft.com/en-us/download/details.aspx?id=48145) (or later 2015–2022) | +| macOS | `viphreeqc.dylib` | | +| Linux | `viphreeqc.so` | | +| WebAssembly | `viphreeqcwasm.so` | Pyodide / browser (used by these docs) | + +Requires **Python 3** (64-bit). There is no 32-bit build. + +## Dependencies + +Installed automatically with the package: + +- [`numpy`](https://numpy.org/) +- [`periodictable`](https://periodictable.readthedocs.io/) + +### Optional: kinetics + +`solution.kinetics()` uses SciPy to integrate a Python rate function: + +=== "pip" + + ``` bash + pip install 'phreeqpython[kinetics]' + ``` + +=== "uv" + + ``` bash + uv add 'phreeqpython[kinetics]' + ``` + +That extra only adds [`scipy`](https://scipy.org/). It is not PHREEQC's `KINETICS` keyword. + +## From source + +=== "pip" + + ``` bash + git clone https://github.com/Vitens/phreeqpython.git + cd phreeqpython + pip install . + ``` + + Latest `master` without cloning: + + ``` bash + pip install git+https://github.com/Vitens/phreeqpython.git + ``` + +=== "uv" + + ``` bash + git clone https://github.com/Vitens/phreeqpython.git + cd phreeqpython + uv pip install . + ``` + + Latest `master` without cloning: + + ``` bash + uv add git+https://github.com/Vitens/phreeqpython.git + ``` + +## Check the install + +``` python +from phreeqpython import PhreeqPython + +pp = PhreeqPython() +print(pp.add_solution({'pH': 7}).pH) +``` + +If the native library cannot be loaded on Windows, install the Visual C++ Redistributable linked above and retry. diff --git a/docs/getting-started/querying-solution-properties.md b/docs/getting-started/querying-solution-properties.md new file mode 100644 index 0000000..56524eb --- /dev/null +++ b/docs/getting-started/querying-solution-properties.md @@ -0,0 +1,5 @@ +--- +icon: lucide/search +--- + +# Querying solution properties diff --git a/docs/how-to-guides.md b/docs/how-to-guides.md deleted file mode 100644 index 9115a77..0000000 --- a/docs/how-to-guides.md +++ /dev/null @@ -1,26 +0,0 @@ -# How To Guides - -Could be a cookbook for PhreeqPython. - -How to: - -- mix solutions -- dilute a solution -- evaporate solution -- titrate solution -- ... - -## Jupyter Notebooks - -Starter notebooks: - -- [Functionality Overview](nb_html/Functionality%20Overview.html) -- [Carbonic Acid Equilibrium](nb_html/Carbonic%20Acid%20Equilibrium.html) - -Worked PhreeQC examples: - -- [Ca-F equilibrium with fluorite](nb_html/1.%20Ca-F%20equilibrium%20with%20fluorite.html) -- [Gas Solubilities](nb_html/1.%20Solubilities.html) -- [Calcite Dissolution](nb_html/2.%20Calcite%20Dissolution.html) -... - diff --git a/docs/index.md b/docs/index.md index 25fb3b5..a05050b 100644 --- a/docs/index.md +++ b/docs/index.md @@ -1,78 +1,30 @@ -# -![Phreeqpython Logo](resources/logo.png) - -PhreeqPython is an object oriented wrapper around the ([VIPhreeqc](https://www.github.com/Vitens/VIPhreeqc)) extension of the Phreeqc chemical calculation engine ([Parkhurst&Appello](http://wwwbrr.cr.usgs.gov/projects/GWC_coupled/phreeqc/)), written in Python. +--- +icon: lucide/info +title: About PhreeqPython +hide: + - toc +--- -## Features -PhreeqPython greatly simplifies adding solutions and querying their properties: +![PhreeqPython logo](resources/logo.png){ .logo-home } -```python -pp = PhreeqPython() -# add a solution consisting of 1 mmol CaCl2 and 2 mmol NaHCO3 -solution = pp.add_solution_simple({'CaCl2':1.0,'NaHCO3':2.0}) -print(solution.pH) # 8.12 -print(solution.sc) # 427.32 -print(solution.si('Calcite')) # 0.38 -print(solution.species['HCO3-']) # 0.0019 -print(solution.elements['Cl']) # 0.002 mol -``` -Allows for simple chemical and precipitation/dissolution reactions: -```python -solution.add('NaOH',0.5) -print(solution.pH) # 9.47 -solution.desaturate('Calcite') # desaturate to SI 0 -print(solution.total('Ca')) # 0.497 mmol -``` -And even allows for addition, devision and multiplication of solutions to form new mixtures: -```python -solution2 = pp.add_solution_simple({'KCl':1.0}) -# create mixture of 50% solution and 50% solution2 -solution3 = solution * 0.5 + solution2 * 0.5 -print(solution3.total('K','mol')) # 0.0005 mol -``` -For more examples, take a look at the `examples` folder. +## About PhreeqPython -## Try it in the browser +PhreeqPython is an object-oriented Python wrapper around [VIPhreeqc](https://github.com/Vitens/VIPhreeqc), Vitens' extension of the [PHREEQC](https://www.usgs.gov/software/phreeqc-version-3) geochemical calculation engine (Parkhurst & Appelo). -The editor below runs PhreeqPython in your browser (via [Pyodide](https://pyodide.org/)). The first run downloads the runtime and the [v1.6.2 Pyodide wheel](https://github.com/Vitens/phreeqpython/releases/download/v1.6.2/phreeqpython-1.6.2+pyodide-py3-none-any.whl), so it can take a few seconds. Click **Run** or press Ctrl+Enter. +Rather than writing a PHREEQC input script and running it as a single calculation, PhreeqPython keeps solutions, gases, and phases in memory as objects. You can change them stepwise, query properties such as pH, speciation, and saturation indices at any point, and mix or react them further without rebuilding the whole simulation. -```pyodide install="wheels/phreeqpython-1.6.2+pyodide-py3-none-any.whl" -from phreeqpython import PhreeqPython +That makes it practical to run dynamic simulations and real-time models, and to use PHREEQC together with the rest of the Python ecosystem, like NumPy, pandas, Matplotlib, or web and control applications. -pp = PhreeqPython() -solution = pp.add_solution_simple({'NaCl': 1.0}) -print(solution.sc) -``` - -## Installation -* ```pip install -U phreeqpython``` - -## Requirements -* 64 bit Python3 -* Windows, OSX or Linux - * Using PhreeqPython on Windows requires installing [Visual C++ Redistributable 2015](https://www.microsoft.com/en-us/download/details.aspx?id=48145) - -## Unit Tests -| **Mac/Linux** and **Windows** | **Coverage** | -|---|---| -| [![Python package](https://github.com/DocMT/phreeqpython/actions/workflows/python-package.yml/badge.svg)](https://github.com/DocMT/phreeqpython/actions/workflows/python-package.yml)| [![codecov](https://codecov.io/gh/Vitens/phreeqpython/branch/master/graph/badge.svg)](https://codecov.io/gh/Vitens/phreeqpython) | +## Development +PhreeqPython is developed at [Vitens](https://www.vitens.nl/), the largest drinking water company in the Netherlands, where it supports treatment and distribution modelling. It is partly derived from [PhreeqPy](http://www.phreeqpy.com/) (Mike Müller) and ships with bundled VIPhreeqc libraries for Windows, macOS, Linux, and WebAssembly (Pyodide). ## Acknowledgements -This project makes use of the ([Phreeqc](http://wwwbrr.cr.usgs.gov/projects/GWC_coupled/phreeqc/)) (David Parkhurst & Tony Apello) calcution engine and is (partly) derived from the ([PhreeqPy]([http://www.phreeqpy.com])) extension for IPhreeqc (Mike Müller) - -## About Vitens - -Vitens is the largest drinking water company in The Netherlands. We deliver top quality drinking water to 5.6 million people and companies in the provinces Flevoland, Fryslân, Gelderland, Utrecht and Overijssel and some municipalities in Drenthe and Noord-Holland. Annually we deliver 350 million m³ water with 1,400 employees, 100 water treatment works and 49,000 kilometres of water mains. - -One of our main focus points is using advanced water quality, quantity and hydraulics models to further improve and optimize our treatment and distribution processes. - -## Licence - -Copyright 2021 Vitens +This project makes use of the (Phreeqc) (David Parkhurst & Tony Apello) calcution engine and is (partly) derived from the (PhreeqPy) extension for IPhreeqc (Mike Müller) +## License Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 -Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License. +Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License. \ No newline at end of file diff --git a/docs/introduction/how-it-works.md b/docs/introduction/how-it-works.md new file mode 100644 index 0000000..e0e6c3d --- /dev/null +++ b/docs/introduction/how-it-works.md @@ -0,0 +1,173 @@ +--- +icon: lucide/cog +--- + +# How it works + +PHREEQC is a geochemical calculation engine. PhreeqPython does not replace that engine: it talks to it through [VIPhreeqc](https://github.com/Vitens/VIPhreeqc), keeps results in memory, and lets you query or change them from Python. + +## Classic (Batch) PHREEQC + +PHREEQC is built around **input files** and **tabular output**. You write a complete script (`SOLUTION`, `REACTION`, `EQUILIBRIUM_PHASES`, …), run it once, and read the results from an output file or a `SELECTED_OUTPUT` table — often filled with `USER_PUNCH`. + +``` mermaid +flowchart LR + A[Input file] --> B[PHREEQC] + B --> C[Output file] + B --> D[Selected output table] +``` + +That workflow is a good fit for a **once-through analysis**. The drawback of tabular output is that you have to **define beforehand** which columns you want: pH, conductivity, specific molalities, saturation indices, and so on. If you later need another species or property, you change the input and run the whole script again. + +It also gets awkward and slow for **large, interactive models** with many different solutions: each step means rewriting an input file, rerunning PHREEQC, and parsing tables, instead of keeping those solutions in memory and querying them as you go. + +## IPhreeqc: PHREEQC as a library + +[IPhreeqc](https://www.usgs.gov/software/phreeqc-version-3) is the USGS module that runs PHREEQC as a **library** instead of the standalone batch program. From Python you send the same input (`SOLUTION`, `REACTION`, `USER_PUNCH`, …) as a string and read the selected-output table from memory. No input or output files. + +``` mermaid +flowchart LR + P[Python] -->|write| I[Input] + I -->|run| E[IPhreeqc] + E --> O[Selected output] + O -->|parse| P +``` + +That replaces the file round-trip, so you can drive PHREEQC from an interactive Python model. The calculation model is unchanged: you still declare `SELECTED_OUTPUT` / `USER_PUNCH` before the run, and each step is still write input, run, parse the table. + +## VIPhreeqc: query the engine directly + +IPhreeqc still returns a **selected-output table**. [VIPhreeqc](https://github.com/Vitens/VIPhreeqc) extends IPhreeqc with getters for solution and phase properties that still live in the engine: speciation, pH, conductivity, saturation indices, and similar values. + +You no longer have to declare `SELECTED_OUTPUT` up front. After a calculation, PhreeqPython can call getters such as `GetPH` and `GetSpecies` on the engine. PHREEQC keeps the solutions; PhreeqPython sends commands and reads those properties back. + +``` mermaid +flowchart LR + PP[PhreeqPython] -->|snippets| E[PHREEQC] + E -->|"GetPH, GetSpecies, ..."| PP + E --> S[Solutions] +``` + +## What PhreeqPython adds + +PhreeqPython sits on top of VIPhreeqc. Python methods generate **short PHREEQC snippets**, send them to the engine, and wrap the numbered solutions (and gases, phases) as objects. + +The snippet generation is hidden behind those objects. `add_solution(...)` becomes a `SOLUTION` block; `solution.add(...)` becomes `USE SOLUTION` plus `REACTION`. PHREEQC stores each result as a numbered solution, so later calls can use, change, or query any of them. + +``` mermaid +flowchart LR + PP[PhreeqPython] -->|snippets| E[PHREEQC] + E -->|"GetPH, GetSpecies, ..."| PP + E --> S0[Solution 0] + E --> S1[Solution 1] + E --> S2[Solution 2] +``` + +That is why PhreeqPython can keep a **stateful** simulation: change a solution, inspect it, change it again, without rewriting and rerunning a full input file. + +## Example: add a solution, then add KCl + +Create water at pH 7 with 1 mmol/kgw Na and Cl, then add 1 mmol KCl. + +=== "Python" + + ``` python + from phreeqpython import PhreeqPython + + pp = PhreeqPython() + solution = pp.add_solution({ + 'pH': 7, + 'units': 'mmol/kgw', + 'Na': 1, + 'Cl': 1, + }) + solution.add('KCl', 1) + + print(solution.pH) # 7.0 + print(solution.total('K')) # 1.0 mmol + print(solution.total('Cl')) # 2.0 mmol + ``` + +=== "Generated PHREEQC" + + `add_solution` sends: + + ``` + SOLUTION 0 + pH 7 + units mmol/kgw + Na 1 + Cl 1 + SAVE SOLUTION 0 + END + ``` + + `solution.add('KCl', 1)` then sends: + + ``` + USE SOLUTION 0 + REACTION 1 + KCl 0.001 + 1 mol + SAVE SOLUTION 0 + END + ``` + + The second snippet **reuses** solution 0. Amounts in `REACTION` are in moles, so 1 mmol KCl is written as `0.001` with `1 mol`. After both steps you can query pH, totals, speciation, conductivity, or anything else VIPhreeqc exposes — none of that had to be listed in the input. + +=== "Classic PHREEQC" + + ``` + SELECTED_OUTPUT + -file output.tsv + + USER_PUNCH + -headings pH K_mmol Cl_mmol + -start + 10 PUNCH -LA("H+") + 20 PUNCH TOT("K") * 1000 + 30 PUNCH TOT("Cl") * 1000 + -end + + SOLUTION 1 + pH 7 + units mmol/kgw + Na 1 + Cl 1 + REACTION 1 + KCl 0.001 + 1 mol + END + ``` + + `TOT` is mol/kgw, so multiply by 1000 for mmol. pH is `-LA("H+")`. If you later need another species or property, you add another `PUNCH` line and run the whole script again. + +The classic script puts both steps in one file and uses `USER_PUNCH` (with `SELECTED_OUTPUT`) to define the output columns before the run. In PhreeqPython those queries are ordinary Python attributes and methods, after each step. + +## See the generated input + +Set `pp.ip.debug = True` (or `PhreeqPython(debug=True)`) to print every snippet before it is sent to the engine. + +``` python +pp = PhreeqPython() +pp.ip.debug = True +``` + +The editor below runs the example in the browser. Click **Run** (or Ctrl+Enter); the output is the PHREEQC that PhreeqPython generated, then a few queried properties. + +```pyodide height="14-28" install="../../wheels/phreeqpython-1.6.2+pyodide-py3-none-any.whl" +pp = PhreeqPython() +pp.ip.debug = True + +solution = pp.add_solution({ + 'pH': 7, + 'units': 'mmol/kgw', + 'Na': 1, + 'Cl': 1, +}) +solution.add('KCl', 1) + +print('pH', solution.pH) +print('K mmol', solution.total('K')) +print('Cl mmol', solution.total('Cl')) +``` diff --git a/docs/introduction/supported-features.md b/docs/introduction/supported-features.md new file mode 100644 index 0000000..7393666 --- /dev/null +++ b/docs/introduction/supported-features.md @@ -0,0 +1,93 @@ +--- +icon: lucide/list-checks +--- + +# Supported features + +PhreeqPython wraps a subset of PHREEQC as Python objects. Those objects stay in the engine, so you can query and change them stepwise. Anything without an object API is listed under [Not supported yet](#not-supported-yet). + +???+ info "You can run these examples" + + Click **Run** (or Ctrl+Enter) to execute an editor in the browser. The first run loads Pyodide and can take a few seconds. Editors on this page **share a session**: run them in order so later cells can reuse `pp` and `solution`. + +## Object-oriented PHREEQC + +Solutions, gases, and equilibrium phases are objects. You create them on a `PhreeqPython` instance, call methods, and read properties. PhreeqPython generates the PHREEQC snippets and keeps the numbered entities in memory. + +```pyodide session="features" height="8-16" install="../../wheels/phreeqpython-1.6.2+pyodide-py3-none-any.whl" +pp = PhreeqPython() +solution = pp.add_solution({ + 'pH': 7, + 'units': 'mmol/kgw', + 'Ca': 1, + 'C': 2, + 'Na': 2, + 'Cl': 2, +}) +print(solution.pH) +``` + +Mixing uses ordinary Python operators (`solution * 0.5 + other * 0.5`). Copies, dumps, and custom master species / solution species are also available. + +## Speciation and solution properties + +After each calculation you can read speciation and bulk properties without a `SELECTED_OUTPUT` block: + +- pH, pe, temperature, ionic strength +- specific conductivity, density, mass, volume +- element totals and aqueous species (moles, molalities, activities) +- saturation indices and saturation ratios for mineral and gas phases + +```pyodide session="features" height="6-12" install="../../wheels/phreeqpython-1.6.2+pyodide-py3-none-any.whl" +print(solution.pH) +print(solution.sc) +print(solution.species['HCO3-']) +print(solution.si('Calcite')) +``` + +## Reactions and phases + +Change a solution in place, or equilibrate it with one or more pure phases: + +- add, remove, or change amounts (`add`, `remove`, `change`) +- set pH or temperature +- saturate, desaturate, or equalize with named phases (`Calcite`, `Gypsum`, …) +- keep a reusable `EquilibriumPhase` and `interact` with it + +!!! warning "Changes are additive" + + `solution.add('NaOH', 0.5)` changes the solution **in place**. If you run this cell again, another 0.5 mmol of NaOH is added. To start over, rerun the first editor, which creates a new `solution`. + +```pyodide session="features" height="6-12" install="../../wheels/phreeqpython-1.6.2+pyodide-py3-none-any.whl" +solution.add('NaOH', 0.5) +print('pH', solution.pH) +solution.desaturate('Calcite') +print('Ca mmol', solution.total('Ca')) +print('SI Calcite', solution.si('Calcite')) +``` + +## Gases + +Gas phases are objects as well: fixed pressure or fixed volume, optional equilibration when created, then interaction with a solution. + +```pyodide session="features" height="8-16" install="../../wheels/phreeqpython-1.6.2+pyodide-py3-none-any.whl" +air = pp.add_gas({'O2(g)': 0.2, 'N2(g)': 0.78, 'CO2(g)': 0.00042}) +solution.interact(air) + +print(air.pressure) +print(air.partial_pressures) +print('pH', solution.pH) +``` + +You can query moles, mole fractions, partial pressures, and dry fractions after each interaction. + +## Not supported yet + +These PHREEQC capabilities have no PhreeqPython objects yet: + +- **Ion exchange** (`EXCHANGE`) +- **Transport and advection** (`TRANSPORT`, `ADVECTION`) +- **Surface complexation** (`SURFACE`) +- **Solid solutions** (`SOLID_SOLUTIONS`) +- **Inverse modelling** (`INVERSE_MODELING`) +- **Native PHREEQC kinetics** (`KINETICS`, `RATES`) diff --git a/docs/javascripts/pyodide-helpers.js b/docs/javascripts/pyodide-helpers.js new file mode 100644 index 0000000..a80321f --- /dev/null +++ b/docs/javascripts/pyodide-helpers.js @@ -0,0 +1,109 @@ +(function () { + function helpersScript() { + const scripts = document.querySelectorAll("script[src]"); + for (const script of scripts) { + if (script.src.includes("pyodide-helpers")) { + return script; + } + } + return null; + } + + function helperUrl() { + const script = helpersScript(); + if (script) { + return new URL("../pyodide/ppdocs.py", script.src).href; + } + return new URL("pyodide/ppdocs.py", document.baseURI).href; + } + + function rewriteInstallPaths() { + const script = helpersScript(); + const wheelsBase = script + ? new URL("../wheels/", script.src) + : new URL("wheels/", document.baseURI); + document.querySelectorAll(".pyodide[data-install]").forEach((el) => { + el.dataset.install = el.dataset.install + .split(",") + .map((pkg) => { + const name = pkg.trim(); + if (!name.endsWith(".whl")) { + return name; + } + return new URL(name.split("/").pop(), wheelsBase).href; + }) + .join(","); + }); + } + + rewriteInstallPaths(); + if (typeof document$ !== "undefined" && document$.subscribe) { + document$.subscribe(rewriteInstallPaths); + } + + async function injectShowPlot(pyodide) { + const source = await (await fetch(helperUrl())).text(); + await pyodide.runPythonAsync(source); + await pyodide.runPythonAsync(` +import builtins +builtins.show_plot = show_plot +builtins.prepare = prepare +builtins.load_tsv = load_tsv +`); + + const orig = pyodide.runPythonAsync.bind(pyodide); + let preparing = false; + pyodide.runPythonAsync = async function (code, options) { + if (!preparing) { + preparing = true; + try { + await orig("prepare()", options); + } catch (err) { + console.error("Failed to prepare example globals", err); + } finally { + preparing = false; + } + } + return orig(code, options); + }; + } + + function rememberEditor(event) { + const root = event.target && event.target.closest && event.target.closest(".pyodide"); + if (root) { + window.__ppdocsPyodideRoot = root; + } + } + document.addEventListener("click", rememberEditor, true); + document.addEventListener("keydown", rememberEditor, true); + + function wrapLoadPyodide() { + const orig = window.loadPyodide; + if (typeof orig !== "function" || orig._ppdocs) { + return; + } + const wrapped = async function loadPyodideWithDocsHelpers(...args) { + const pyodide = await orig.apply(this, args); + try { + await injectShowPlot(pyodide); + } catch (err) { + console.error("Failed to load docs plot helper", err); + } + return pyodide; + }; + wrapped._ppdocs = true; + window.loadPyodide = wrapped; + } + + document.addEventListener( + "load", + (event) => { + const el = event.target; + if (!el || !el.src || el.tagName !== "SCRIPT" || !el.src.includes("pyodide")) { + return; + } + wrapLoadPyodide(); + }, + true, + ); +})(); diff --git a/docs/pyodide/ppdocs.py b/docs/pyodide/ppdocs.py new file mode 100644 index 0000000..c9882a5 --- /dev/null +++ b/docs/pyodide/ppdocs.py @@ -0,0 +1,59 @@ +"""Helpers for live PhreeqPython examples in the docs.""" + +from __future__ import annotations + +import base64 +import builtins +import io + + +def show_plot(fig): + """Render a matplotlib figure below the Pyodide editor.""" + from js import document, window + + buf = io.BytesIO() + fig.savefig(buf, format="png", dpi=120, bbox_inches="tight") + fig.clf() + + root = getattr(window, "__ppdocsPyodideRoot", None) or document.querySelector(".pyodide") + plots = root.querySelectorAll("img.pyodide-plot") + for i in range(plots.length): + plots.item(i).remove() + + img = document.createElement("img") + img.className = "pyodide-plot" + img.src = "data:image/png;base64," + base64.b64encode(buf.getvalue()).decode() + img.style.maxWidth = "100%" + root.appendChild(img) + + +def load_tsv(name): + """Load a TSV from ``docs/examples/gas_data`` (path relative to the Examples tab).""" + import pandas as pd + from js import window + from pyodide.http import open_url + + path = window.location.pathname.rstrip("/") + if path.endswith(".html"): + path = path.rsplit("/", 1)[0] + examples_root = path.rsplit("/", 1)[0] + url = window.location.origin + examples_root + "/gas_data/" + name + return pd.read_csv(open_url(url), sep="\t", index_col=0) + + +def prepare(): + """Import names used by every live example.""" + from phreeqpython import PhreeqPython + + builtins.PhreeqPython = PhreeqPython + builtins.load_tsv = load_tsv + try: + import numpy as np + builtins.np = np + except ImportError: + pass + try: + import matplotlib.pyplot as plt + builtins.plt = plt + except ImportError: + pass diff --git a/docs/reference.md b/docs/reference.md deleted file mode 100644 index e263c5d..0000000 --- a/docs/reference.md +++ /dev/null @@ -1,9 +0,0 @@ -# Reference - -The code reference. - -Later split in multiple pages, one page per class. - -Reference for Solution class: - -::: solution.Solution \ No newline at end of file diff --git a/docs/reference/equilibriumphase.md b/docs/reference/equilibriumphase.md new file mode 100644 index 0000000..9fb59c1 --- /dev/null +++ b/docs/reference/equilibriumphase.md @@ -0,0 +1,5 @@ +--- +icon: lucide/layers +--- + +::: equilibriumphase.EquilibriumPhase diff --git a/docs/reference/gas.md b/docs/reference/gas.md new file mode 100644 index 0000000..11df114 --- /dev/null +++ b/docs/reference/gas.md @@ -0,0 +1,5 @@ +--- +icon: lucide/cloud +--- + +::: gas.Gas diff --git a/docs/reference/index.md b/docs/reference/index.md new file mode 100644 index 0000000..00a912a --- /dev/null +++ b/docs/reference/index.md @@ -0,0 +1,13 @@ +--- +icon: lucide/library +--- + +# Overview + +Public classes in PhreeqPython, grouped by source file. + +- [`PhreeqPython`](phreeqpython.md) — create solutions, gases, and phases +- [`Solution`](solution.md) — aqueous chemistry, mixing, and titration +- [`Gas`](gas.md) — gas phases +- [`EquilibriumPhase`](equilibriumphase.md) — mineral and gas equilibrium phases +- [`VIPhreeqc`](viphreeqc.md) — low-level engine wrapper diff --git a/docs/reference/phreeqpython.md b/docs/reference/phreeqpython.md new file mode 100644 index 0000000..afa7934 --- /dev/null +++ b/docs/reference/phreeqpython.md @@ -0,0 +1,5 @@ +--- +icon: lucide/box +--- + +::: phreeqpython.PhreeqPython diff --git a/docs/reference/solution.md b/docs/reference/solution.md new file mode 100644 index 0000000..76a976e --- /dev/null +++ b/docs/reference/solution.md @@ -0,0 +1,5 @@ +--- +icon: lucide/droplet +--- + +::: solution.Solution diff --git a/docs/reference/viphreeqc.md b/docs/reference/viphreeqc.md new file mode 100644 index 0000000..7fa1f13 --- /dev/null +++ b/docs/reference/viphreeqc.md @@ -0,0 +1,9 @@ +--- +icon: lucide/cpu +--- + +Low-level wrapper around the VIPhreeqc library. Most users should go through [`PhreeqPython`](phreeqpython.md) instead. + +::: viphreeqc.VIPhreeqc + +::: viphreeqc.PhreeqcException diff --git a/docs/stylesheets/extra.css b/docs/stylesheets/extra.css new file mode 100644 index 0000000..f5484fb --- /dev/null +++ b/docs/stylesheets/extra.css @@ -0,0 +1,24 @@ +/* Zensical injects an H1 from the page title when the markdown has none. + Hide that auto heading so the homepage can start with the logo. */ +.md-typeset img.logo-home { + display: block; + margin-inline: auto; +} + +.md-typeset h1#__skip { + position: absolute; + width: 1px; + height: 1px; + padding: 0; + margin: -1px; + overflow: hidden; + clip: rect(0, 0, 0, 0); + white-space: nowrap; + border: 0; +} + +.md-typeset img.pyodide-plot { + display: block; + margin-block: 0.75rem; + max-width: 100%; +} diff --git a/docs/tutorials.md b/docs/tutorials.md deleted file mode 100644 index a21d00a..0000000 --- a/docs/tutorials.md +++ /dev/null @@ -1,5 +0,0 @@ -# Tutorials - -Some basic tutorials, from zero to hero. - -Could also show them from Jupyter notebooks. diff --git a/zensical.toml b/zensical.toml index 408e5f7..57fd34f 100644 --- a/zensical.toml +++ b/zensical.toml @@ -4,21 +4,59 @@ site_name = "PhreeqPython Docs" site_description = "Documentation for PhreeqPython" site_author = "Vitens" -copyright = "Copyright 2021 Vitens" +copyright = "Copyright 2026 Vitens" repo_url = "https://github.com/Vitens/phreeqpython" # repo_name = "user/repo" # edit_uri = "edit/main/docs/" nav = [ - { "PhreeqPython" = "index.md" }, - { "Tutorials" = "tutorials.md" }, - { "How-To Guides" = "how-to-guides.md" }, - { "API Reference" = "reference.md" }, - { "Explanation" = "explanation.md" }, + { "Documentation" = [ + { "Introduction" = [ + { "About PhreeqPython" = "index.md" }, + { "How it works" = "introduction/how-it-works.md" }, + { "Supported features" = "introduction/supported-features.md" }, + ] }, + { "Getting started" = [ + { "Installation" = "getting-started/installation.md" }, + { "Adding a solution" = "getting-started/adding-a-solution.md" }, + { "Querying solution properties" = "getting-started/querying-solution-properties.md" }, + { "Changing solutions" = "getting-started/changing-solutions.md" }, + ] }, + ] }, + { "Examples" = [ + { "Overview" = "examples/index.md" }, + { "General" = [ + { "Functionality overview" = "examples/functionality-overview.md" }, + { "Carbonic acid equilibrium" = "examples/carbonic-acid.md" }, + ] }, + { "Equilibrium" = [ + { "Ca–F and fluorite" = "examples/ca-f-fluorite.md" }, + { "Calcite dissolution" = "examples/calcite-dissolution.md" }, + { "Gibbsite solubility" = "examples/gibbsite-solubility.md" }, + { "Aluminium drinking-water limit" = "examples/aluminium-limit.md" }, + { "Gypsum on evaporation" = "examples/gypsum-evaporation.md" }, + ] }, + { "Kinetics" = [ + { "Quartz dissolution" = "examples/quartz-kinetics.md" }, + { "Monod kinetics" = "examples/monod-kinetics.md" }, + ] }, + { "Gas" = [ + { "Solubilities" = "examples/gas-solubilities.md" }, + { "Gas-phase calculations" = "examples/gas-phase.md" }, + ] }, + ] }, + { "API Reference" = [ + { "Overview" = "reference/index.md" }, + { "PhreeqPython" = "reference/phreeqpython.md" }, + { "Solution" = "reference/solution.md" }, + { "Gas" = "reference/gas.md" }, + { "EquilibriumPhase" = "reference/equilibriumphase.md" }, + { "VIPhreeqc" = "reference/viphreeqc.md" }, + ] }, ] -# extra_css = ["stylesheets/extra.css"] -# extra_javascript = ["javascripts/extra.js"] +extra_css = ["stylesheets/extra.css"] +extra_javascript = ["javascripts/pyodide-helpers.js"] [project.theme] # variant = "classic" @@ -38,15 +76,15 @@ features = [ # "header.autohide", # "navigation.expand", "navigation.footer", - "navigation.indexes", + # "navigation.indexes", "navigation.instant", "navigation.instant.prefetch", # "navigation.instant.progress", "navigation.path", # "navigation.prune", "navigation.sections", - # "navigation.tabs", - # "navigation.tabs.sticky", + "navigation.tabs", + "navigation.tabs.sticky", "navigation.top", "navigation.tracking", # "search.highlight", From e65826109aad63e5bf91b68e8601a48b2c0f4ec9 Mon Sep 17 00:00:00 2001 From: Abel Heinsbroek Date: Thu, 20 Aug 2026 13:05:49 +0200 Subject: [PATCH 11/12] add run-all button --- docs/examples/ca-f-fluorite.md | 2 +- docs/examples/calcite-dissolution.md | 2 +- docs/examples/carbonic-acid.md | 2 +- docs/examples/functionality-overview.md | 2 +- docs/examples/gas-phase.md | 2 +- docs/examples/gas-solubilities.md | 2 +- docs/examples/gibbsite-solubility.md | 2 +- docs/examples/gypsum-evaporation.md | 2 +- docs/examples/index.md | 2 +- docs/examples/monod-kinetics.md | 2 +- docs/examples/quartz-kinetics.md | 2 +- docs/introduction/supported-features.md | 2 +- docs/javascripts/pyodide-helpers.js | 151 ++++++++++++++++++++++-- docs/stylesheets/extra.css | 8 ++ 14 files changed, 161 insertions(+), 22 deletions(-) diff --git a/docs/examples/ca-f-fluorite.md b/docs/examples/ca-f-fluorite.md index 860c7c4..da43bc2 100644 --- a/docs/examples/ca-f-fluorite.md +++ b/docs/examples/ca-f-fluorite.md @@ -8,7 +8,7 @@ The relation between fluoride and calcium in water, after [Appelo's fluorite exa ???+ info "You can run these examples" - Click **Run** (or Ctrl+Enter). Editors on this page **share a session**: run them in order. + Click **Run** (or Ctrl+Enter), or **Run all** to execute every editor in order. Editors on this page **share a session**. ```pyodide session="caf" height="18-28" install="matplotlib,numpy,../../wheels/phreeqpython-1.6.2+pyodide-py3-none-any.whl" from phreeqpython import PhreeqPython diff --git a/docs/examples/calcite-dissolution.md b/docs/examples/calcite-dissolution.md index 1538b47..39222cc 100644 --- a/docs/examples/calcite-dissolution.md +++ b/docs/examples/calcite-dissolution.md @@ -8,7 +8,7 @@ Calcite dissolution as a function of CO₂ pressure, after [Appelo's calcite exa ???+ info "You can run these examples" - Click **Run** (or Ctrl+Enter). Editors on this page **share a session**: run them in order. + Click **Run** (or Ctrl+Enter), or **Run all** to execute every editor in order. Editors on this page **share a session**. !!! warning "Changes are additive" diff --git a/docs/examples/carbonic-acid.md b/docs/examples/carbonic-acid.md index 9d3ce7b..99e12e9 100644 --- a/docs/examples/carbonic-acid.md +++ b/docs/examples/carbonic-acid.md @@ -14,7 +14,7 @@ The distribution depends on pH. This example titrates 1 mmol NaHCO₃ from pH 0 ???+ info "You can run these examples" - Click **Run** (or Ctrl+Enter). Editors on this page **share a session**: run them in order. The loop has many pH steps and can take a short while in the browser. + Click **Run** (or Ctrl+Enter), or **Run all** to execute every editor in order. Editors on this page **share a session**. The loop has many pH steps and can take a short while in the browser. ```pyodide session="carbonic" height="8-14" install="matplotlib,numpy,../../wheels/phreeqpython-1.6.2+pyodide-py3-none-any.whl" from phreeqpython import PhreeqPython diff --git a/docs/examples/functionality-overview.md b/docs/examples/functionality-overview.md index a04f24b..c0907c9 100644 --- a/docs/examples/functionality-overview.md +++ b/docs/examples/functionality-overview.md @@ -8,7 +8,7 @@ A tour of the main `Solution` methods: create, query, change, mix, copy, and for ???+ info "You can run these examples" - Click **Run** (or Ctrl+Enter). The first run loads Pyodide and can take a few seconds. Editors on this page **share a session**: run them in order. + Click **Run** (or Ctrl+Enter), or **Run all** to execute every editor in order. The first run loads Pyodide and can take a few seconds. Editors on this page **share a session**. ## Adding solutions diff --git a/docs/examples/gas-phase.md b/docs/examples/gas-phase.md index d79d2b3..5f94906 100644 --- a/docs/examples/gas-phase.md +++ b/docs/examples/gas-phase.md @@ -8,7 +8,7 @@ Fixed-pressure vs fixed-volume gas after reaction of organic matter, after [PHRE ???+ info "You can run these examples" - Click **Run** (or Ctrl+Enter). Editors on this page **share a session**: run them in order. The reaction loop can take a few seconds. + Click **Run** (or Ctrl+Enter), or **Run all** to execute every editor in order. Editors on this page **share a session**. The reaction loop can take a few seconds. ```pyodide session="gasphase" height="8-12" install="matplotlib,numpy,pandas,../../wheels/phreeqpython-1.6.2+pyodide-py3-none-any.whl" from phreeqpython import PhreeqPython diff --git a/docs/examples/gas-solubilities.md b/docs/examples/gas-solubilities.md index 35bd831..926f2db 100644 --- a/docs/examples/gas-solubilities.md +++ b/docs/examples/gas-solubilities.md @@ -10,7 +10,7 @@ The browser version uses fewer pressure steps than the original notebook so it f ???+ info "You can run these examples" - Click **Run** (or Ctrl+Enter). Editors on this page **share a session**: run them in order. Each gas is a separate cell; CO₂ is the slowest. + Click **Run** (or Ctrl+Enter), or **Run all** to execute every editor in order. Editors on this page **share a session**. Each gas is a separate cell; CO₂ is the slowest. ```pyodide session="solubility" height="8-12" install="matplotlib,numpy,pandas,../../wheels/phreeqpython-1.6.2+pyodide-py3-none-any.whl" from phreeqpython import PhreeqPython diff --git a/docs/examples/gibbsite-solubility.md b/docs/examples/gibbsite-solubility.md index 41f064a..ab1f547 100644 --- a/docs/examples/gibbsite-solubility.md +++ b/docs/examples/gibbsite-solubility.md @@ -8,7 +8,7 @@ Gibbsite solubility as a function of pH, after [Appelo's gibbsite example](http: ???+ info "You can run these examples" - Click **Run** (or Ctrl+Enter). Editors on this page **share a session**: run them in order. + Click **Run** (or Ctrl+Enter), or **Run all** to execute every editor in order. Editors on this page **share a session**. ```pyodide session="gibbsite" height="12-18" install="matplotlib,numpy,../../wheels/phreeqpython-1.6.2+pyodide-py3-none-any.whl" from phreeqpython import PhreeqPython diff --git a/docs/examples/gypsum-evaporation.md b/docs/examples/gypsum-evaporation.md index b2baf36..fa86c85 100644 --- a/docs/examples/gypsum-evaporation.md +++ b/docs/examples/gypsum-evaporation.md @@ -8,7 +8,7 @@ Gypsum precipitation as water is evaporated, after [Appelo's evaporation example ???+ info "You can run these examples" - Click **Run** (or Ctrl+Enter). Editors on this page **share a session**: run them in order. + Click **Run** (or Ctrl+Enter). !!! warning "Changes are additive" diff --git a/docs/examples/index.md b/docs/examples/index.md index 7c03569..9584356 100644 --- a/docs/examples/index.md +++ b/docs/examples/index.md @@ -4,7 +4,7 @@ icon: lucide/beaker # Examples -Worked examples from the PhreeqPython notebooks, as live editors in the browser. Click **Run** (or Ctrl+Enter) on each cell. Editors on a page **share a session**, so run them in order. +Working examples from the PhreeqPython notebooks, as live editors in the browser. Click **Run** (or Ctrl+Enter) on each cell, or **Run all** to execute every editor on the page in order. Editors on a page **share a session**. The original Jupyter notebooks remain in [`examples/`](https://github.com/Vitens/phreeqpython/tree/master/examples) if you prefer to run them locally. diff --git a/docs/examples/monod-kinetics.md b/docs/examples/monod-kinetics.md index 0700bd5..b6d4c06 100644 --- a/docs/examples/monod-kinetics.md +++ b/docs/examples/monod-kinetics.md @@ -8,7 +8,7 @@ Methanogenic biodegradation of phenol, after [Appelo's phenol example](http://hy ???+ info "You can run these examples" - Click **Run** (or Ctrl+Enter). Editors on this page **share a session**: run them in order. + Click **Run** (or Ctrl+Enter), or **Run all** to execute every editor in order. Editors on this page **share a session**. ```pyodide session="monod" height="10-16" install="matplotlib,numpy,scipy,../../wheels/phreeqpython-1.6.2+pyodide-py3-none-any.whl" from phreeqpython import PhreeqPython diff --git a/docs/examples/quartz-kinetics.md b/docs/examples/quartz-kinetics.md index 01956fa..5ca491b 100644 --- a/docs/examples/quartz-kinetics.md +++ b/docs/examples/quartz-kinetics.md @@ -8,7 +8,7 @@ Quartz dissolution over five years, after [Appelo's quartz kinetics example](htt ???+ info "You can run these examples" - Click **Run** (or Ctrl+Enter). Editors on this page **share a session**: run them in order. SciPy is installed with the first cell; the loops can take a few seconds. + Click **Run** (or Ctrl+Enter), or **Run all** to execute every editor in order. Editors on this page **share a session**. SciPy is installed with the first cell; the loops can take a few seconds. ```pyodide session="quartz" height="18-26" install="matplotlib,numpy,scipy,../../wheels/phreeqpython-1.6.2+pyodide-py3-none-any.whl" from phreeqpython import PhreeqPython diff --git a/docs/introduction/supported-features.md b/docs/introduction/supported-features.md index 7393666..3de7fb9 100644 --- a/docs/introduction/supported-features.md +++ b/docs/introduction/supported-features.md @@ -8,7 +8,7 @@ PhreeqPython wraps a subset of PHREEQC as Python objects. Those objects stay in ???+ info "You can run these examples" - Click **Run** (or Ctrl+Enter) to execute an editor in the browser. The first run loads Pyodide and can take a few seconds. Editors on this page **share a session**: run them in order so later cells can reuse `pp` and `solution`. + Click **Run** (or Ctrl+Enter), or **Run all** to execute every editor in order. The first run loads Pyodide and can take a few seconds. Editors on this page **share a session**, so later cells can reuse `pp` and `solution`. ## Object-oriented PHREEQC diff --git a/docs/javascripts/pyodide-helpers.js b/docs/javascripts/pyodide-helpers.js index a80321f..59deb93 100644 --- a/docs/javascripts/pyodide-helpers.js +++ b/docs/javascripts/pyodide-helpers.js @@ -1,4 +1,7 @@ (function () { + let inflight = 0; + const idleWaiters = []; + function helpersScript() { const scripts = document.querySelectorAll("script[src]"); for (const script of scripts) { @@ -36,9 +39,124 @@ }); } + function editors() { + return [...document.querySelectorAll(".md-content .pyodide, article .pyodide")]; + } + + function waitIdle() { + if (inflight === 0) { + return Promise.resolve(); + } + return new Promise((resolve) => idleWaiters.push(resolve)); + } + + function waitFor(predicate, timeoutMs) { + return new Promise((resolve, reject) => { + const started = Date.now(); + const tick = () => { + if (predicate()) { + resolve(); + return; + } + if (Date.now() - started > timeoutMs) { + reject(new Error("timeout")); + return; + } + requestAnimationFrame(tick); + }; + tick(); + }); + } + + function cellFailed(output) { + const text = (output && output.textContent) || ""; + return /Could not install|Traceback \(most recent call last\)/.test(text); + } + + async function runOne(root) { + const btn = root.querySelector("[id$='--run']"); + const output = root.querySelector("[id$='--output']"); + if (!btn) { + return; + } + window.__ppdocsPyodideRoot = root; + const startInflight = inflight; + btn.click(); + await waitFor( + () => + root.getAttribute("data-md-exec-state") === "loading" || + inflight > startInflight, + 30000, + ).catch(() => {}); + await waitFor( + () => root.getAttribute("data-md-exec-state") !== "loading", + 180000, + ); + await new Promise((resolve) => setTimeout(resolve, 50)); + await waitIdle(); + if (cellFailed(output)) { + throw new Error("cell failed"); + } + } + + async function runAll(button) { + const roots = editors(); + if (!roots.length) { + return; + } + button.disabled = true; + try { + for (let i = 0; i < roots.length; i += 1) { + button.textContent = `Running ${i + 1} / ${roots.length}…`; + await runOne(roots[i]); + } + button.textContent = "Run all"; + } catch (err) { + button.textContent = "Run all (stopped)"; + console.error(err); + setTimeout(() => { + button.textContent = "Run all"; + }, 2500); + } finally { + button.disabled = false; + } + } + + function insertRunAll() { + document.querySelectorAll(".ppdocs-run-all").forEach((el) => el.remove()); + const roots = editors(); + if (roots.length < 2) { + return; + } + + const wrap = document.createElement("p"); + wrap.className = "ppdocs-run-all"; + const btn = document.createElement("button"); + btn.type = "button"; + btn.className = "md-button md-button--primary"; + btn.textContent = "Run all"; + btn.title = + "Run every editor on this page, top to bottom. Reload first if you already ran cells."; + btn.addEventListener("click", () => runAll(btn)); + wrap.appendChild(btn); + + const info = document.querySelector( + ".md-content details.info, .md-content .admonition.info, article details.info, article .admonition.info", + ); + if (info) { + info.appendChild(wrap); + } else { + roots[0].before(wrap); + } + } + rewriteInstallPaths(); + insertRunAll(); if (typeof document$ !== "undefined" && document$.subscribe) { - document$.subscribe(rewriteInstallPaths); + document$.subscribe(() => { + rewriteInstallPaths(); + insertRunAll(); + }); } async function injectShowPlot(pyodide) { @@ -54,17 +172,30 @@ builtins.load_tsv = load_tsv const orig = pyodide.runPythonAsync.bind(pyodide); let preparing = false; pyodide.runPythonAsync = async function (code, options) { - if (!preparing) { - preparing = true; - try { - await orig("prepare()", options); - } catch (err) { - console.error("Failed to prepare example globals", err); - } finally { - preparing = false; + const isPrepare = code === "prepare()"; + if (!isPrepare) { + inflight += 1; + } + try { + if (!preparing) { + preparing = true; + try { + await orig("prepare()", options); + } catch (err) { + console.error("Failed to prepare example globals", err); + } finally { + preparing = false; + } + } + return await orig(code, options); + } finally { + if (!isPrepare) { + inflight = Math.max(0, inflight - 1); + if (inflight === 0) { + idleWaiters.splice(0).forEach((resolve) => resolve()); + } } } - return orig(code, options); }; } diff --git a/docs/stylesheets/extra.css b/docs/stylesheets/extra.css index f5484fb..f550cea 100644 --- a/docs/stylesheets/extra.css +++ b/docs/stylesheets/extra.css @@ -22,3 +22,11 @@ margin-block: 0.75rem; max-width: 100%; } + +.md-typeset .ppdocs-run-all { + margin-block: 0.75rem 0; +} + +.md-typeset .ppdocs-run-all .md-button { + margin: 0; +} From 17786acb67f0be3092ebb29e4ac6495237b496d4 Mon Sep 17 00:00:00 2001 From: Abel Heinsbroek Date: Thu, 20 Aug 2026 13:11:54 +0200 Subject: [PATCH 12/12] Update TOC --- docs/getting-started/adding-a-solution.md | 5 - docs/getting-started/changing-solutions.md | 5 - docs/getting-started/installation.md | 2 + .../querying-solution-properties.md | 5 - docs/getting-started/running-an-analysis.md | 34 +++++++ docs/guide/solutions.md | 97 +++++++++++++++++++ docs/javascripts/pyodide-helpers.js | 19 +++- docs/pyodide/ppdocs.py | 3 +- zensical.toml | 7 +- 9 files changed, 153 insertions(+), 24 deletions(-) delete mode 100644 docs/getting-started/adding-a-solution.md delete mode 100644 docs/getting-started/changing-solutions.md delete mode 100644 docs/getting-started/querying-solution-properties.md create mode 100644 docs/getting-started/running-an-analysis.md create mode 100644 docs/guide/solutions.md diff --git a/docs/getting-started/adding-a-solution.md b/docs/getting-started/adding-a-solution.md deleted file mode 100644 index cac08a1..0000000 --- a/docs/getting-started/adding-a-solution.md +++ /dev/null @@ -1,5 +0,0 @@ ---- -icon: lucide/plus ---- - -# Adding a solution diff --git a/docs/getting-started/changing-solutions.md b/docs/getting-started/changing-solutions.md deleted file mode 100644 index d444f3d..0000000 --- a/docs/getting-started/changing-solutions.md +++ /dev/null @@ -1,5 +0,0 @@ ---- -icon: lucide/pencil ---- - -# Changing solutions diff --git a/docs/getting-started/installation.md b/docs/getting-started/installation.md index 4e6bfd6..8633821 100644 --- a/docs/getting-started/installation.md +++ b/docs/getting-started/installation.md @@ -102,3 +102,5 @@ print(pp.add_solution({'pH': 7}).pH) ``` If the native library cannot be loaded on Windows, install the Visual C++ Redistributable linked above and retry. + +Next: [Running an analysis](running-an-analysis.md). diff --git a/docs/getting-started/querying-solution-properties.md b/docs/getting-started/querying-solution-properties.md deleted file mode 100644 index 56524eb..0000000 --- a/docs/getting-started/querying-solution-properties.md +++ /dev/null @@ -1,5 +0,0 @@ ---- -icon: lucide/search ---- - -# Querying solution properties diff --git a/docs/getting-started/running-an-analysis.md b/docs/getting-started/running-an-analysis.md new file mode 100644 index 0000000..5ade0f3 --- /dev/null +++ b/docs/getting-started/running-an-analysis.md @@ -0,0 +1,34 @@ +--- +icon: lucide/play +--- + +# Running an analysis + +After [installing](installation.md) PhreeqPython, an analysis is: create an engine, add a solution, then query or change it. Nothing has to be listed in `SELECTED_OUTPUT` first. + +???+ info "You can run this example" + + Click **Run** (or Ctrl+Enter). The first run loads Pyodide and can take a few seconds. + +```pyodide session="analysis" height="14-22" install="../../wheels/phreeqpython-1.6.2+pyodide-py3-none-any.whl" +from phreeqpython import PhreeqPython + +pp = PhreeqPython() +solution = pp.add_solution({ + 'pH': 7, + 'units': 'mmol/kgw', + 'Na': 1, + 'Cl': 1, +}) +solution.add('KCl', 1) + +print('pH', solution.pH) +print('K mmol', solution.total('K')) +print('Cl mmol', solution.total('Cl')) +``` + +That is the whole loop: `add_solution` creates water in the engine, `add` reacts KCl into it, and `pH` / `total` read properties back. + +Set `pp.ip.debug = True` (or `PhreeqPython(debug=True)`) to print the PHREEQC snippets before they are sent. + +Next: the [Solutions](../guide/solutions.md) guide covers creating, querying, and changing solutions in more detail. The [Examples](../examples/index.md) tab has worked calculations you can run in the browser. diff --git a/docs/guide/solutions.md b/docs/guide/solutions.md new file mode 100644 index 0000000..22723d3 --- /dev/null +++ b/docs/guide/solutions.md @@ -0,0 +1,97 @@ +--- +icon: lucide/droplets +--- + +# Solutions + +A `Solution` is an aqueous composition that stays in the PHREEQC engine. You create it on a `PhreeqPython` instance, then query or change it in place. + +???+ info "You can run these examples" + + Click **Run** (or Ctrl+Enter), or **Run all** to execute every editor in order. The first run loads Pyodide and can take a few seconds. Editors on this page **share a session**. + +## Creating a solution + +`add_solution_simple` takes salts as a reaction. `add_solution` uses PHREEQC `SOLUTION` keywords (pH, units, element totals, charge balance, …). + +```pyodide session="solutions" height="14-22" install="../../wheels/phreeqpython-1.6.2+pyodide-py3-none-any.whl" +from phreeqpython import PhreeqPython + +pp = PhreeqPython() + +solution = pp.add_solution_simple({'CaCl2': 1.0, 'NaHCO3': 2.0}, temperature=15) + +seawater = pp.add_solution({ + 'units': 'ppm', + 'pH': 8.22, + 'temp': 25.0, + 'Ca': 412.3, + 'Mg': 1291.8, + 'Na': 10768.0, + 'K': 399.1, + 'Cl': 19353.0, + 'Alkalinity': '141.682 as HCO3', + 'S(6)': 2712.0, +}) +print('pH', round(solution.pH, 2), 'SC', round(solution.sc, 2)) +``` + +Pass `database='phreeqc.dat'` (or another bundled `.dat`) to `PhreeqPython(...)` when you need a different thermodynamic database. + +## Querying properties + +After each calculation you can read bulk properties, totals, speciation, and saturation indices — no `SELECTED_OUTPUT` block. + +```pyodide session="solutions" height="10-16" install="../../wheels/phreeqpython-1.6.2+pyodide-py3-none-any.whl" +print('pH', round(solution.pH, 2)) +print('SC', round(solution.sc, 2), 'uS/cm') +print('T', solution.temperature, 'C') +print('Cl mmol', solution.total_element('Cl')) +print('HCO3 mg', round(solution.total('HCO3', units='mg'), 2)) +print('SI Calcite', round(solution.si('Calcite'), 2)) +print('HCO3- mmol', round(solution.species['HCO3-'], 4)) +``` + +Useful accessors: + +- `pH`, `pe`, `sc`, `temperature`, `mass`, `volume`, `density`, `I` +- `total(species)` / `total_element(element)` — amounts, default mmol +- `species`, `elements`, `phases` — dictionaries +- `si(phase)` / `sr(phase)` — saturation index and ratio + +## Changing a solution + +`add`, `remove`, `change`, `change_ph`, `change_temperature`, `saturate`, and `desaturate` update the same numbered solution in the engine. + +!!! warning "Changes are additive" + + These methods change `solution` **in place**. If you run this cell again, another 1 mmol of NaOH is added. To start over, rerun **Creating a solution**. + +```pyodide session="solutions" height="10-16" install="../../wheels/phreeqpython-1.6.2+pyodide-py3-none-any.whl" +solution.add('NaOH', 1, 'mmol') +print('pH after NaOH', round(solution.pH, 2)) + +solution.desaturate('Calcite') +print('Ca mmol', round(solution.total('Ca'), 3)) +print('SI Calcite', round(solution.si('Calcite'), 2)) + +solution.change_temperature(10) +print('T', solution.temperature) +``` + +## Mixing and copies + +Scale and add solutions with `*` and `+`. `copy()` makes an independent duplicate; `forget()` removes a solution from the engine. + +```pyodide session="solutions" height="10-16" install="../../wheels/phreeqpython-1.6.2+pyodide-py3-none-any.whl" +a = pp.add_solution_simple({'NaCl': 1}) +b = pp.add_solution_simple({'NaCl': 3}) +mix = a * 0.5 + b * 0.5 +print('mix Cl mmol', round(mix.total('Cl'), 3), 'mass', mix.mass) + +duplicate = mix.copy() +print('copy SC', round(duplicate.sc, 1)) +duplicate.forget() +``` + +See the [API reference for Solution](../reference/solution.md) for every method, and the [Examples](../examples/index.md) for full calculations. diff --git a/docs/javascripts/pyodide-helpers.js b/docs/javascripts/pyodide-helpers.js index 59deb93..7ce77bb 100644 --- a/docs/javascripts/pyodide-helpers.js +++ b/docs/javascripts/pyodide-helpers.js @@ -170,17 +170,26 @@ builtins.load_tsv = load_tsv `); const orig = pyodide.runPythonAsync.bind(pyodide); + const bindHelpers = ` +import builtins +g = globals() +for _name in ("show_plot", "load_tsv", "PhreeqPython", "np", "plt"): + _val = getattr(builtins, _name, None) + if _val is not None: + g[_name] = _val +`; let preparing = false; pyodide.runPythonAsync = async function (code, options) { - const isPrepare = code === "prepare()"; - if (!isPrepare) { + const isHelper = code === "prepare()" || code === bindHelpers; + if (!isHelper) { inflight += 1; } try { - if (!preparing) { + if (!isHelper && !preparing) { preparing = true; try { - await orig("prepare()", options); + await orig("prepare()"); + await orig(bindHelpers, options); } catch (err) { console.error("Failed to prepare example globals", err); } finally { @@ -189,7 +198,7 @@ builtins.load_tsv = load_tsv } return await orig(code, options); } finally { - if (!isPrepare) { + if (!isHelper) { inflight = Math.max(0, inflight - 1); if (inflight === 0) { idleWaiters.splice(0).forEach((resolve) => resolve()); diff --git a/docs/pyodide/ppdocs.py b/docs/pyodide/ppdocs.py index c9882a5..030434a 100644 --- a/docs/pyodide/ppdocs.py +++ b/docs/pyodide/ppdocs.py @@ -45,8 +45,9 @@ def prepare(): """Import names used by every live example.""" from phreeqpython import PhreeqPython - builtins.PhreeqPython = PhreeqPython + builtins.show_plot = show_plot builtins.load_tsv = load_tsv + builtins.PhreeqPython = PhreeqPython try: import numpy as np builtins.np = np diff --git a/zensical.toml b/zensical.toml index 57fd34f..469ab5a 100644 --- a/zensical.toml +++ b/zensical.toml @@ -18,9 +18,10 @@ nav = [ ] }, { "Getting started" = [ { "Installation" = "getting-started/installation.md" }, - { "Adding a solution" = "getting-started/adding-a-solution.md" }, - { "Querying solution properties" = "getting-started/querying-solution-properties.md" }, - { "Changing solutions" = "getting-started/changing-solutions.md" }, + { "Running an analysis" = "getting-started/running-an-analysis.md" }, + ] }, + { "Guide" = [ + { "Solutions" = "guide/solutions.md" }, ] }, ] }, { "Examples" = [