Dump schema on failing requests

Nifty

.dockerignore

@@ -0,0 +1,11 @@
+.venv
+.git
+dist
+build
+__pycache__
+*.pyc
+.pytest_cache
+*.zip
+*.spec
+imgs
+dist_assets

Dockerfile

@@ -0,0 +1,11 @@
+FROM python:3.12-slim
+
+WORKDIR /app
+
+COPY requirements-server.txt .
+RUN pip install --no-cache-dir -r requirements-server.txt
+
+COPY . .
+EXPOSE 9123
+
+CMD ["python", "pyfa_server.py"]

build.sh

@@ -23,8 +23,38 @@ rm -rf build dist
 echo "Building binary with PyInstaller..."
 uv run pyinstaller pyfa.spec
 
-# cp oleacc* dist/pyfa/
+# Sim server exe (console) into main dist folder
+if [ -f dist/pyfa_server/pyfa-server.exe ]; then
+  cp dist/pyfa_server/pyfa-server.exe dist/pyfa/
+fi
+
+# Docker image (Python server)
+DOCKER_REPO="${DOCKER_REPO:-docker.site.quack-lab.dev}"
+IMAGE_NAME="${IMAGE_NAME:-pyfa-server}"
+COMMIT_SHA=$(git rev-parse --short HEAD)
+IMAGE_BASE="${DOCKER_REPO}/${IMAGE_NAME}"
 
 echo ""
-echo "Build complete! Binary is located at: dist/pyfa/pyfa.exe"
-echo "You can run it with: dist/pyfa/pyfa.exe"
+echo "Building Docker image..."
+docker build -t "${IMAGE_BASE}:${COMMIT_SHA}" .
+
+docker tag "${IMAGE_BASE}:${COMMIT_SHA}" "${IMAGE_BASE}:latest"
+
+TAGS=$(git tag --points-at HEAD 2>/dev/null || true)
+if [ -n "$TAGS" ]; then
+  while IFS= read -r tag; do
+    [ -n "$tag" ] && docker tag "${IMAGE_BASE}:${COMMIT_SHA}" "${IMAGE_BASE}:${tag}"
+  done <<< "$TAGS"
+fi
+
+echo ""
+echo "Build complete! dist/pyfa/pyfa.exe (GUI), dist/pyfa/pyfa-server.exe (POST /simulate :9123)"
+echo ""
+echo "Docker image built as:"
+echo "  - ${IMAGE_BASE}:${COMMIT_SHA}"
+echo "  - ${IMAGE_BASE}:latest"
+if [ -n "$TAGS" ]; then
+  while IFS= read -r tag; do
+    [ -n "$tag" ] && echo "  - ${IMAGE_BASE}:${tag}"
+  done <<< "$TAGS"
+fi

config.py

@@ -1,7 +1,6 @@
 import os
 import sys
 import yaml
-import wx
 
 from logbook import CRITICAL, DEBUG, ERROR, FingersCrossedHandler, INFO, Logger, NestedSetup, NullHandler, \
     StreamHandler, TimedRotatingFileHandler, WARNING
@@ -67,20 +66,34 @@ LOGLEVEL_MAP = {
 CATALOG = 'lang'
 
 
-slotColourMapDark = {
-    FittingSlot.LOW: wx.Colour(44, 36, 19),  # yellow = low slots 24/13
-    FittingSlot.MED: wx.Colour(28, 39, 51),  # blue   = mid slots 8.1/9.5
-    FittingSlot.HIGH: wx.Colour(53, 31, 34),  # red    = high slots 6.5/11.5
-    FittingSlot.RIG: '',
-    FittingSlot.SUBSYSTEM: ''}
-errColorDark = wx.Colour(70, 20, 20)
-slotColourMap = {
-    FittingSlot.LOW: wx.Colour(250, 235, 204),  # yellow = low slots
-    FittingSlot.MED: wx.Colour(188, 215, 241),  # blue   = mid slots
-    FittingSlot.HIGH: wx.Colour(235, 204, 209),  # red    = high slots
-    FittingSlot.RIG: '',
-    FittingSlot.SUBSYSTEM: ''}
-errColor = wx.Colour(204, 51, 51)
+def get_slotColourMapDark():
+    import wx
+    return {
+        FittingSlot.LOW: wx.Colour(44, 36, 19),  # yellow = low slots 24/13
+        FittingSlot.MED: wx.Colour(28, 39, 51),  # blue   = mid slots 8.1/9.5
+        FittingSlot.HIGH: wx.Colour(53, 31, 34),  # red    = high slots 6.5/11.5
+        FittingSlot.RIG: '',
+        FittingSlot.SUBSYSTEM: ''}
+
+
+def get_errColorDark():
+    import wx
+    return wx.Colour(70, 20, 20)
+
+
+def get_slotColourMap():
+    import wx
+    return {
+        FittingSlot.LOW: wx.Colour(250, 235, 204),  # yellow = low slots
+        FittingSlot.MED: wx.Colour(188, 215, 241),  # blue   = mid slots
+        FittingSlot.HIGH: wx.Colour(235, 204, 209),  # red    = high slots
+        FittingSlot.RIG: '',
+        FittingSlot.SUBSYSTEM: ''}
+
+
+def get_errColor():
+    import wx
+    return wx.Colour(204, 51, 51)
 
 
 def getClientSecret():

docker-compose.yml

@@ -0,0 +1,5 @@
+services:
+  pyfa-server:
+    image: docker.site.quack-lab.dev/pyfa-server:latest
+    ports:
+      - "9123:9123"

graphs/data/__init__.py

@@ -18,13 +18,14 @@
 # =============================================================================
 
 
-from . import fitDamageStats
-from . import fitEwarStats
-from . import fitRemoteReps
-from . import fitShieldRegen
-from . import fitCapacitor
-from . import fitMobility
-from . import fitWarpTime
-from . import fitLockTime
+from . import fitDamageStats as fitDamageStats
+from . import fitEwarStats as fitEwarStats
+from . import fitRemoteReps as fitRemoteReps
+from . import fitShieldRegen as fitShieldRegen
+from . import fitCapacitor as fitCapacitor
+from . import fitMobility as fitMobility
+from . import fitWarpTime as fitWarpTime
+from . import fitLockTime as fitLockTime
+from . import fitHeat as fitHeat
 # Hidden graphs, available via ctrl-alt-g
-from . import fitEcmBurstScanresDamps
+from . import fitEcmBurstScanresDamps as fitEcmBurstScanresDamps

graphs/data/fitHeat/__init__.py

@@ -0,0 +1,25 @@
+# =============================================================================
+# Copyright (C) 2026
+#
+# This file is part of pyfa.
+#
+# pyfa is free software: you can redistribute it and/or modify
+# it under the terms of the GNU General Public License as published by
+# the Free Software Foundation, either version 3 of the License, or
+# (at your option) any later version.
+#
+# pyfa is distributed in the hope that it will be useful,
+# but WITHOUT ANY WARRANTY; without even the implied warranty of
+# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+# GNU General Public License for more details.
+#
+# You should have received a copy of the GNU General Public License
+# along with pyfa.  If not, see <http://www.gnu.org/licenses/>.
+# =============================================================================
+
+
+from .graph import FitHeatGraph
+
+
+FitHeatGraph.register()
+

graphs/data/fitHeat/calc.py

@@ -0,0 +1,295 @@
+# =============================================================================
+# Copyright (C) 2026
+#
+# This file is part of pyfa.
+#
+# pyfa is free software: you can redistribute it and/or modify
+# it under the terms of the GNU General Public License as published by
+# the Free Software Foundation, either version 3 of the License, or
+# (at your option) any later version.
+#
+# pyfa is distributed in the hope that it will be useful,
+# but WITHOUT ANY WARRANTY; without even the implied warranty of
+# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+# GNU General Public License for more details.
+#
+# You should have received a copy of the GNU General Public License
+# along with pyfa.  If not, see <http://www.gnu.org/licenses/>.
+# =============================================================================
+
+
+import math
+import random
+
+from eos.const import FittingModuleState, FittingSlot
+
+
+_RACK_SUFFIXES = {
+    FittingSlot.HIGH: "Hi",
+    FittingSlot.MED: "Med",
+    FittingSlot.LOW: "Low",
+}
+
+# Cache: (fit_id, rack_slot, max_time_s, iterations) -> list of burnout time samples
+_burnout_samples_cache = {}
+
+
+def clear_burnout_samples_cache(fit_id=None):
+    if fit_id is None:
+        _burnout_samples_cache.clear()
+        return
+    to_drop = [k for k in _burnout_samples_cache if k[0] == fit_id]
+    for k in to_drop:
+        del _burnout_samples_cache[k]
+
+
+def _get_rack_suffix(rack_slot):
+    return _RACK_SUFFIXES[rack_slot]
+
+
+def iter_rack_modules(fit, rack_slot):
+    for mod in fit.modules:
+        if mod.isEmpty:
+            continue
+        if mod.slot == rack_slot:
+            yield mod
+
+
+def get_rack_heat_value(fit, rack_slot, time_s):
+    """
+    Deterministic rack heat H(t) for a given rack and time, in [0, 1].
+    """
+    rack_suffix = _get_rack_suffix(rack_slot)
+    ship = fit.ship
+    heat_capacity = ship.getModifiedItemAttr(f"heatCapacity{rack_suffix}")
+    heat_generation_multiplier = ship.getModifiedItemAttr("heatGenerationMultiplier")
+    if heat_capacity is None or heat_generation_multiplier is None:
+        raise ValueError("Missing heat attributes on ship for rack heat calculation")
+    # Sum heat absorption over all overheated modules in this rack
+    sum_absorption = 0.0
+    for mod in iter_rack_modules(fit, rack_slot):
+        if mod.state >= FittingModuleState.OVERHEATED:
+            sum_absorption += mod.getModifiedItemAttr("heatAbsorbtionRateModifier")
+    argument = -time_s * heat_generation_multiplier * sum_absorption
+    # Guard against numeric issues
+    try:
+        exp_term = math.exp(argument)
+    except OverflowError:
+        exp_term = 0.0 if argument < 0 else float("inf")
+    heat = heat_capacity / 100.0 - exp_term
+    return heat
+
+
+def _count_online_modules_by_rack(fit):
+    counts = {
+        FittingSlot.HIGH: 0,
+        FittingSlot.MED: 0,
+        FittingSlot.LOW: 0,
+    }
+    for mod in fit.modules:
+        if mod.isEmpty:
+            continue
+        if mod.state >= FittingModuleState.ONLINE and mod.slot in counts:
+            counts[mod.slot] += 1
+    return counts
+
+
+def _get_total_slot_count(fit):
+    total = 0
+    for slot_type in (FittingSlot.HIGH, FittingSlot.MED, FittingSlot.LOW, FittingSlot.RIG):
+        total += fit.getNumSlots(slot_type)
+    return total
+
+
+def _get_base_module_hp(mod):
+    hp = mod.getModifiedItemAttr("hp")
+    return float(hp)
+
+
+def _get_heat_damage(mod):
+    dmg = mod.getModifiedItemAttr("heatDamage")
+    return float(dmg)
+
+
+def _get_cycle_time_s(mod):
+    cycle_params = mod.getCycleParameters()
+    if cycle_params is None:
+        return None
+    avg_time_ms = cycle_params.averageTime
+    if not math.isfinite(avg_time_ms) or avg_time_ms <= 0:
+        return None
+    return avg_time_ms / 1000.0
+
+
+def has_burnout_samples(fit, rack_slot, max_time_s, iterations):
+    cache_key = (getattr(fit, "ID", None), int(rack_slot), max_time_s, iterations)
+    return cache_key in _burnout_samples_cache
+
+
+def get_first_burnout_samples(fit, rack_slot, max_time_s, iterations, progress_cb=None):
+    """
+    Monte Carlo simulation of time until the first module in the given rack burns out.
+    Returns a list of burnout times (seconds). If no burnout happens before max_time_s,
+    the sample is set to max_time_s for that run.
+    """
+    if max_time_s <= 0 or iterations <= 0:
+        raise ValueError("max_time_s and iterations must be positive.")
+
+    cache_key = (getattr(fit, "ID", None), int(rack_slot), max_time_s, iterations)
+    if cache_key in _burnout_samples_cache:
+        return list(_burnout_samples_cache[cache_key])
+
+    rack_suffix = _get_rack_suffix(rack_slot)
+    ship = fit.ship
+    heat_capacity = ship.getModifiedItemAttr(f"heatCapacity{rack_suffix}")
+    heat_generation_multiplier = ship.getModifiedItemAttr("heatGenerationMultiplier")
+    heat_attenuation = ship.getModifiedItemAttr(f"heatAttenuation{rack_suffix}")
+    if (
+        heat_capacity is None
+        or heat_generation_multiplier is None
+        or heat_generation_multiplier <= 0
+        or heat_attenuation is None
+    ):
+        raise ValueError("Missing heat attributes on ship for burnout simulation")
+
+    rack_modules = list(iter_rack_modules(fit, rack_slot))
+    if not rack_modules:
+        raise ValueError("No modules in this rack.")
+
+    overheated_indices = [
+        idx for idx, mod in enumerate(rack_modules) if mod.state >= FittingModuleState.OVERHEATED
+    ]
+    if not overheated_indices:
+        raise ValueError(
+            "No overheated modules in this rack. Overheat at least one module in this rack to see the first-burnout CDF."
+        )
+
+    total_slots = _get_total_slot_count(fit)
+    if total_slots <= 0:
+        raise ValueError("Ship has no high/mid/low/rig slots.")
+    base_online_counts = _count_online_modules_by_rack(fit)
+
+    base_hp = [_get_base_module_hp(mod) for mod in rack_modules]
+    heat_damage = [_get_heat_damage(mod) for mod in rack_modules]
+    heat_absorption = [
+        mod.getModifiedItemAttr("heatAbsorbtionRateModifier") for mod in rack_modules
+    ]
+    cycle_times = [_get_cycle_time_s(mod) if idx in overheated_indices else None
+                   for idx, mod in enumerate(rack_modules)]
+    eligible_targets = [
+        mod.state >= FittingModuleState.ONLINE for mod in rack_modules
+    ]
+    positions = list(range(len(rack_modules)))
+
+    samples = []
+
+    for i in range(iterations):
+        hp = list(base_hp)
+        dead = [hp_val <= 0 for hp_val in hp]
+        online_counts = dict(base_online_counts)
+        next_times = [None] * len(rack_modules)
+
+        for idx in overheated_indices:
+            if not dead[idx] and cycle_times[idx] is not None:
+                next_times[idx] = cycle_times[idx]
+
+        sample_time = max_time_s
+
+        while True:
+            # Find next event time
+            candidates = [t for t in next_times if t is not None]
+            if not candidates:
+                break
+            current_time = min(candidates)
+            if current_time > max_time_s:
+                break
+
+            # Dynamic sum of heat absorption from still-active overheated modules
+            sum_absorption = 0.0
+            for idx in overheated_indices:
+                if not dead[idx] and cycle_times[idx] is not None:
+                    sum_absorption += heat_absorption[idx]
+            if sum_absorption <= 0:
+                break
+
+            argument = -current_time * heat_generation_multiplier * sum_absorption
+            try:
+                exp_term = math.exp(argument)
+            except OverflowError:
+                exp_term = 0.0 if argument < 0 else float("inf")
+            heat = heat_capacity / 100.0 - exp_term
+            if heat <= 0:
+                break
+
+            numerator = (
+                online_counts[FittingSlot.HIGH]
+                + online_counts[FittingSlot.MED]
+                + online_counts[FittingSlot.LOW]
+            )
+            slot_factor = numerator / float(total_slots)
+            if slot_factor <= 0:
+                break
+
+            # Sources that complete a cycle at this time
+            event_sources = [
+                idx
+                for idx in overheated_indices
+                if not dead[idx]
+                and next_times[idx] is not None
+                and abs(next_times[idx] - current_time) <= 1e-9
+            ]
+            if not event_sources:
+                # No actual events despite candidates, advance all timers and continue
+                for idx, next_time in enumerate(next_times):
+                    if next_time is not None and cycle_times[idx] is not None:
+                        next_times[idx] = next_time + cycle_times[idx]
+                continue
+
+            burn_time = None
+
+            for src_idx in event_sources:
+                dmg = heat_damage[src_idx]
+                if dmg <= 0:
+                    continue
+                src_pos = positions[src_idx]
+                for tgt_idx, tgt_hp in enumerate(hp):
+                    if dead[tgt_idx] or not eligible_targets[tgt_idx]:
+                        continue
+                    distance = abs(positions[tgt_idx] - src_pos)
+                    attenuation_factor = heat_attenuation ** distance
+                    probability = heat * slot_factor * attenuation_factor
+                    if probability <= 0:
+                        continue
+                    if probability >= 1.0 or random.random() < probability:
+                        new_hp = tgt_hp - dmg
+                        hp[tgt_idx] = new_hp
+                        if new_hp <= 0 and not dead[tgt_idx]:
+                            dead[tgt_idx] = True
+                            if rack_modules[tgt_idx].slot in online_counts and rack_modules[
+                                tgt_idx
+                            ].state >= FittingModuleState.ONLINE:
+                                online_counts[rack_modules[tgt_idx].slot] -= 1
+                            if tgt_idx in overheated_indices:
+                                next_times[tgt_idx] = None
+                            if burn_time is None or current_time < burn_time:
+                                burn_time = current_time
+
+            if burn_time is not None:
+                sample_time = burn_time
+                break
+
+            # Advance timers for all sources that fired at this time
+            for src_idx in event_sources:
+                if not dead[src_idx] and cycle_times[src_idx] is not None:
+                    next_times[src_idx] = current_time + cycle_times[src_idx]
+
+        samples.append(sample_time)
+
+        if progress_cb is not None:
+            # progress_cb should return True to continue, False to cancel
+            if not progress_cb(i + 1):
+                break
+
+    _burnout_samples_cache[cache_key] = samples
+    return samples
+

graphs/data/fitHeat/getter.py

@@ -0,0 +1,159 @@
+# =============================================================================
+# Copyright (C) 2026
+#
+# This file is part of pyfa.
+#
+# pyfa is free software: you can redistribute it and/or modify
+# it under the terms of the GNU General Public License as published by
+# the Free Software Foundation, either version 3 of the License, or
+# (at your option) any later version.
+#
+# pyfa is distributed in the hope that it will be useful,
+# but WITHOUT ANY WARRANTY; without even the implied warranty of
+# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+# GNU General Public License for more details.
+#
+# You should have received a copy of the GNU General Public License
+# along with pyfa.  If not, see <http://www.gnu.org/licenses/>.
+# =============================================================================
+
+
+from eos.const import FittingSlot
+from graphs.data.base import SmoothPointGetter
+import wx
+from .calc import get_first_burnout_samples, get_rack_heat_value, has_burnout_samples
+
+
+class _BaseTime2RackHeatGetter(SmoothPointGetter):
+
+    rack_slot = None
+
+    def _getCommonData(self, miscParams, src, tgt):
+        return {"fit": src.item}
+
+    def _calculatePoint(self, x, miscParams, src, tgt, commonData):
+        fit = commonData["fit"]
+        heat_value = get_rack_heat_value(fit, self.rack_slot, x)
+        return heat_value * 100.0
+
+
+class Time2RackHeatHiGetter(_BaseTime2RackHeatGetter):
+    rack_slot = FittingSlot.HIGH
+
+
+class Time2RackHeatMedGetter(_BaseTime2RackHeatGetter):
+    rack_slot = FittingSlot.MED
+
+
+class Time2RackHeatLowGetter(_BaseTime2RackHeatGetter):
+    rack_slot = FittingSlot.LOW
+
+
+class _BaseTime2BurnoutCdfGetter(SmoothPointGetter):
+
+    rack_slot = None
+    _iterations = 200
+
+    def getRange(self, xRange, miscParams, src, tgt):
+        fit = src.item
+        # Fixed simulation horizon so CDF does not depend on view range
+        max_sim_time = self.graph._limiters["time"](src, tgt)[1]
+        iterations = miscParams.get("iterations", self._iterations)
+        try:
+            iterations = int(iterations)
+        except (TypeError, ValueError):
+            iterations = self._iterations
+        if iterations <= 0:
+            iterations = self._iterations
+        samples = None
+        # Show a progress dialog only on cache miss for expensive runs
+        if iterations >= 1000 and not has_burnout_samples(fit, self.rack_slot, max_sim_time, iterations):
+            app = wx.GetApp()
+            parent = app.GetTopWindow() if app is not None else None
+            dlg = wx.ProgressDialog(
+                "Computing burnout CDF",
+                "Running overheating simulations...",
+                maximum=iterations,
+                parent=parent,
+                style=wx.PD_APP_MODAL | wx.PD_ELAPSED_TIME | wx.PD_AUTO_HIDE,
+            )
+
+            def progress_cb(done):
+                # dlg.Update returns (continue, skip)
+                cont, _ = dlg.Update(done)
+                return cont
+
+            try:
+                samples = get_first_burnout_samples(
+                    fit=fit,
+                    rack_slot=self.rack_slot,
+                    max_time_s=max_sim_time,
+                    iterations=iterations,
+                    progress_cb=progress_cb,
+                )
+            finally:
+                dlg.Destroy()
+        else:
+            samples = get_first_burnout_samples(
+                fit=fit,
+                rack_slot=self.rack_slot,
+                max_time_s=max_sim_time,
+                iterations=iterations,
+            )
+        xs = []
+        ys = []
+        if not samples:
+            for x in self._xIterLinear(xRange):
+                xs.append(x)
+                ys.append(0.0)
+            return xs, ys
+        samples = sorted(samples)
+        total = float(len(samples))
+        index = 0
+        for x in self._xIterLinear(xRange):
+            while index < len(samples) and samples[index] <= x:
+                index += 1
+            xs.append(x)
+            ys.append(index / total)
+        return xs, ys
+
+    def _calculatePoint(self, x, miscParams, src, tgt, commonData):
+        return self.getPoint(x=x, miscParams=miscParams, src=src, tgt=tgt)
+
+    def getPoint(self, x, miscParams, src, tgt):
+        fit = src.item
+        max_sim_time = self.graph._limiters["time"](src, tgt)[1]
+        iterations = miscParams.get("iterations", self._iterations)
+        try:
+            iterations = int(iterations)
+        except (TypeError, ValueError):
+            iterations = self._iterations
+        if iterations <= 0:
+            iterations = self._iterations
+        samples = get_first_burnout_samples(
+            fit=fit,
+            rack_slot=self.rack_slot,
+            max_time_s=max_sim_time,
+            iterations=iterations,
+        )
+        if not samples:
+            return 0.0
+        samples = sorted(samples)
+        total = float(len(samples))
+        index = 0
+        while index < len(samples) and samples[index] <= x:
+            index += 1
+        return index / total
+
+
+class Time2BurnoutCdfHiGetter(_BaseTime2BurnoutCdfGetter):
+    rack_slot = FittingSlot.HIGH
+
+
+class Time2BurnoutCdfMedGetter(_BaseTime2BurnoutCdfGetter):
+    rack_slot = FittingSlot.MED
+
+
+class Time2BurnoutCdfLowGetter(_BaseTime2BurnoutCdfGetter):
+    rack_slot = FittingSlot.LOW
+

graphs/data/fitHeat/graph.py

@@ -0,0 +1,104 @@
+# =============================================================================
+# Copyright (C) 2026
+#
+# This file is part of pyfa.
+#
+# pyfa is free software: you can redistribute it and/or modify
+# it under the terms of the GNU General Public License as published by
+# the Free Software Foundation, either version 3 of the License, or
+# (at your option) any later version.
+#
+# pyfa is distributed in the hope that it will be useful,
+# but WITHOUT ANY WARRANTY; without even the implied warranty of
+# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+# GNU General Public License for more details.
+#
+# You should have received a copy of the GNU General Public License
+# along with pyfa.  If not, see <http://www.gnu.org/licenses/>.
+# =============================================================================
+
+
+# noinspection PyPackageRequirements
+import wx
+
+from service.const import GraphCacheCleanupReason
+from graphs.data.base import FitGraph, Input, XDef, YDef
+from .getter import (
+    Time2BurnoutCdfHiGetter,
+    Time2BurnoutCdfLowGetter,
+    Time2BurnoutCdfMedGetter,
+    Time2RackHeatHiGetter,
+    Time2RackHeatLowGetter,
+    Time2RackHeatMedGetter,
+)
+
+
+_t = wx.GetTranslation
+
+
+_CDF_Y_HANDLES = frozenset(("burnoutCdfHi", "burnoutCdfMed", "burnoutCdfLow"))
+
+
+class FitHeatGraph(FitGraph):
+
+    def getPlotPoints(self, mainInput, miscInputs, xSpec, ySpec, src, tgt=None):
+        if ySpec.handle in _CDF_Y_HANDLES:
+            return self._calcPlotPoints(
+                mainInput=mainInput, miscInputs=miscInputs,
+                xSpec=xSpec, ySpec=ySpec, src=src, tgt=tgt)
+        return super().getPlotPoints(
+            mainInput=mainInput, miscInputs=miscInputs,
+            xSpec=xSpec, ySpec=ySpec, src=src, tgt=tgt)
+
+    # UI stuff
+    internalName = "heatGraph"
+    name = _t("Heat")
+    xDefs = [
+        XDef(handle="time", unit="s", label=_t("Time"), mainInput=("time", "s")),
+    ]
+    yDefs = [
+        YDef(handle="burnoutCdfHi", unit=None, label=_t("High rack first-burnout CDF")),
+        YDef(handle="burnoutCdfMed", unit=None, label=_t("Mid rack first-burnout CDF")),
+        YDef(handle="burnoutCdfLow", unit=None, label=_t("Low rack first-burnout CDF")),
+        YDef(handle="rackHeatHi", unit="%", label=_t("High rack heat")),
+        YDef(handle="rackHeatMed", unit="%", label=_t("Mid rack heat")),
+        YDef(handle="rackHeatLow", unit="%", label=_t("Low rack heat")),
+    ]
+    inputs = [
+        Input(
+            handle="time",
+            unit="s",
+            label=_t("Time"),
+            iconID=1392,
+            defaultValue=300,
+            defaultRange=(0, 120),
+        ),
+        Input(
+            handle="iterations",
+            unit=None,
+            label=_t("Iterations"),
+            iconID=1392,
+            defaultValue=10000,
+            defaultRange=(100, 50000),
+        ),
+    ]
+    srcExtraCols = ()
+
+    # Calculation stuff
+    _limiters = {
+        "time": lambda src, tgt: (0, 3600),
+    }
+    _getters = {
+        ("time", "rackHeatHi"): Time2RackHeatHiGetter,
+        ("time", "rackHeatMed"): Time2RackHeatMedGetter,
+        ("time", "rackHeatLow"): Time2RackHeatLowGetter,
+        ("time", "burnoutCdfHi"): Time2BurnoutCdfHiGetter,
+        ("time", "burnoutCdfMed"): Time2BurnoutCdfMedGetter,
+        ("time", "burnoutCdfLow"): Time2BurnoutCdfLowGetter,
+    }
+
+    def clearCache(self, reason, extraData=None):
+        super().clearCache(reason=reason, extraData=extraData)
+        from .calc import clear_burnout_samples_cache
+        if reason in (GraphCacheCleanupReason.fitChanged, GraphCacheCleanupReason.fitRemoved) and extraData is not None:
+            clear_burnout_samples_cache(fit_id=extraData)

gui/builtinAdditionPanes/cargoView.py

@@ -159,11 +159,24 @@ class CargoView(d.Display):
         else:
             dstCargoItemID = None
 
-        self.mainFrame.command.Submit(cmd.GuiLocalModuleToCargoCommand(
-            fitID=self.mainFrame.getActiveFit(),
-            modPosition=modIdx,
-            cargoItemID=dstCargoItemID,
-            copy=wx.GetMouseState().GetModifiers() == wx.MOD_CONTROL))
+        modifiers = wx.GetMouseState().GetModifiers()
+        isCopy = modifiers == wx.MOD_CONTROL
+        isBatch = modifiers == wx.MOD_SHIFT
+        if isBatch:
+            self.mainFrame.command.Submit(
+                cmd.GuiBatchLocalModuleToCargoCommand(
+                    fitID=self.mainFrame.getActiveFit(), modPosition=modIdx, copy=isCopy
+                )
+            )
+        else:
+            self.mainFrame.command.Submit(
+                cmd.GuiLocalModuleToCargoCommand(
+                    fitID=self.mainFrame.getActiveFit(),
+                    modPosition=modIdx,
+                    cargoItemID=dstCargoItemID,
+                    copy=isCopy,
+                )
+            )
 
     def fitChanged(self, event):
         event.Skip()

gui/builtinContextMenus/itemMutations.py

@@ -5,9 +5,6 @@ import wx
 
 import gui.mainFrame
 from gui.contextMenu import ContextMenuSingle
-from gui.fitCommands import (
-    GuiConvertMutatedLocalModuleCommand, GuiRevertMutatedLocalModuleCommand,
-    GuiConvertMutatedLocalDroneCommand, GuiRevertMutatedLocalDroneCommand)
 from service.fit import Fit
 
 _t = wx.GetTranslation
@@ -65,6 +62,8 @@ class ChangeItemMutation(ContextMenuSingle):
         return sub
 
     def handleMenu(self, event):
+        from gui.fitCommands import (
+            GuiConvertMutatedLocalModuleCommand, GuiConvertMutatedLocalDroneCommand)
         mutaplasmid, item = self.eventIDs[event.Id]
         fitID = self.mainFrame.getActiveFit()
         fit = Fit.getInstance().getFit(fitID)
@@ -78,6 +77,8 @@ class ChangeItemMutation(ContextMenuSingle):
                     fitID=fitID, position=position, mutaplasmid=mutaplasmid))
 
     def activate(self, callingWindow, fullContext, mainItem, i):
+        from gui.fitCommands import (
+            GuiRevertMutatedLocalModuleCommand, GuiRevertMutatedLocalDroneCommand)
         fitID = self.mainFrame.getActiveFit()
         fit = Fit.getInstance().getFit(fitID)
         if mainItem in fit.modules:

gui/builtinMarketBrowser/itemView.py

@@ -3,7 +3,7 @@ from logbook import Logger
 
 import gui.builtinMarketBrowser.pfSearchBox as SBox
 import gui.globalEvents as GE
-from config import slotColourMap, slotColourMapDark
+from config import get_slotColourMap, get_slotColourMapDark
 from eos.saveddata.module import Module
 from eos.const import FittingSlot
 from gui.builtinMarketBrowser.events import ItemSelected, RECENTLY_USED_MODULES, CHARGES_FOR_FIT
@@ -412,7 +412,7 @@ class ItemView(Display):
 
     def columnBackground(self, colItem, item):
         if self.sFit.serviceFittingOptions["colorFitBySlot"]:
-            colorMap = slotColourMapDark if isDark() else slotColourMap
+            colorMap = get_slotColourMapDark() if isDark() else get_slotColourMap()
             return colorMap.get(Module.calculateSlot(item)) or self.GetBackgroundColour()
         else:
             return self.GetBackgroundColour()

gui/builtinViews/fittingView.py

@@ -42,7 +42,7 @@ from gui.utils.staticHelpers import DragDropHelper
 from gui.utils.dark import isDark
 from service.fit import Fit
 from service.market import Market
-from config import slotColourMap, slotColourMapDark, errColor, errColorDark
+from config import get_slotColourMap, get_slotColourMapDark, get_errColor, get_errColorDark
 from gui.fitCommands.helpers import getSimilarModPositions
 
 pyfalog = Logger(__name__)
@@ -497,11 +497,27 @@ class FittingView(d.Display):
             fit = Fit.getInstance().getFit(fitID)
             if mod in fit.modules:
                 position = fit.modules.index(mod)
-                self.mainFrame.command.Submit(cmd.GuiCargoToLocalModuleCommand(
-                    fitID=fitID,
-                    cargoItemID=cargoItemID,
-                    modPosition=position,
-                    copy=wx.GetMouseState().GetModifiers() == wx.MOD_CONTROL))
+                modifiers = wx.GetMouseState().GetModifiers()
+                isCopy = modifiers == wx.MOD_CONTROL
+                isBatch = modifiers == wx.MOD_SHIFT
+                if isBatch:
+                    self.mainFrame.command.Submit(
+                        cmd.GuiBatchCargoToLocalModuleCommand(
+                            fitID=fitID,
+                            cargoItemID=cargoItemID,
+                            targetPosition=position,
+                            copy=isCopy,
+                        )
+                    )
+                else:
+                    self.mainFrame.command.Submit(
+                        cmd.GuiCargoToLocalModuleCommand(
+                            fitID=fitID,
+                            cargoItemID=cargoItemID,
+                            modPosition=position,
+                            copy=isCopy,
+                        )
+                    )
 
     def swapItems(self, x, y, srcIdx):
         """Swap two modules in fitting window"""
@@ -750,9 +766,9 @@ class FittingView(d.Display):
 
     def slotColour(self, slot):
         if isDark():
-            return slotColourMapDark.get(slot) or self.GetBackgroundColour()
+            return get_slotColourMapDark().get(slot) or self.GetBackgroundColour()
         else:
-            return slotColourMap.get(slot) or self.GetBackgroundColour()
+            return get_slotColourMap().get(slot) or self.GetBackgroundColour()
 
     def refresh(self, stuff):
         """
@@ -795,9 +811,8 @@ class FittingView(d.Display):
                             del mod.restrictionOverridden
                             hasRestrictionOverriden = not hasRestrictionOverriden
 
-
                 if slotMap[mod.slot] or hasRestrictionOverriden:  # Color too many modules as red
-                    self.SetItemBackgroundColour(i, errColorDark if isDark() else errColor)
+                    self.SetItemBackgroundColour(i, get_errColorDark() if isDark() else get_errColor())
                 elif sFit.serviceFittingOptions["colorFitBySlot"]:  # Color by slot it enabled
                     self.SetItemBackgroundColour(i, self.slotColour(mod.slot))
 

gui/fitCommands/__init__.py

@@ -59,6 +59,12 @@ from .gui.localModule.mutatedRevert import GuiRevertMutatedLocalModuleCommand
 from .gui.localModule.remove import GuiRemoveLocalModuleCommand
 from .gui.localModule.replace import GuiReplaceLocalModuleCommand
 from .gui.localModule.swap import GuiSwapLocalModulesCommand
+from .gui.localModuleCargo.batchCargoToLocalModule import (
+    GuiBatchCargoToLocalModuleCommand,
+)
+from .gui.localModuleCargo.batchLocalModuleToCargo import (
+    GuiBatchLocalModuleToCargoCommand,
+)
 from .gui.localModuleCargo.cargoToLocalModule import GuiCargoToLocalModuleCommand
 from .gui.localModuleCargo.localModuleToCargo import GuiLocalModuleToCargoCommand
 from .gui.projectedChangeProjectionRange import GuiChangeProjectedItemsProjectionRangeCommand

gui/fitCommands/gui/localModuleCargo/batchCargoToLocalModule.py

@@ -0,0 +1,325 @@
+import wx
+
+import eos.db
+import gui.mainFrame
+from gui import globalEvents as GE
+from gui.fitCommands.calc.cargo.add import CalcAddCargoCommand
+from gui.fitCommands.calc.cargo.remove import CalcRemoveCargoCommand
+from gui.fitCommands.calc.module.changeCharges import CalcChangeModuleChargesCommand
+from gui.fitCommands.calc.module.localReplace import CalcReplaceLocalModuleCommand
+from gui.fitCommands.helpers import (
+    CargoInfo,
+    InternalCommandHistory,
+    ModuleInfo,
+    restoreRemovedDummies,
+)
+from service.fit import Fit
+
+
+class GuiBatchCargoToLocalModuleCommand(wx.Command):
+    def __init__(self, fitID, cargoItemID, targetPosition, copy):
+        wx.Command.__init__(self, True, "Batch Cargo to Local Modules")
+        self.internalHistory = InternalCommandHistory()
+        self.fitID = fitID
+        self.srcCargoItemID = cargoItemID
+        self.targetPosition = targetPosition
+        self.copy = copy
+        self.replacedModItemIDs = []
+        self.savedRemovedDummies = None
+
+    def Do(self):
+        sFit = Fit.getInstance()
+        fit = sFit.getFit(self.fitID)
+        if fit is None:
+            return False
+
+        srcCargo = next((c for c in fit.cargo if c.itemID == self.srcCargoItemID), None)
+        if srcCargo is None:
+            return False
+
+        if srcCargo.item.isCharge:
+            return self._handleCharges(fit, srcCargo)
+
+        if not srcCargo.item.isModule:
+            return False
+
+        if self.targetPosition >= len(fit.modules):
+            return False
+
+        targetMod = fit.modules[self.targetPosition]
+
+        if targetMod.isEmpty:
+            return self._fillEmptySlots(fit, srcCargo, targetMod.slot)
+        else:
+            return self._replaceSimilarModules(fit, srcCargo, targetMod)
+
+    def _getSimilarModulePositions(self, fit, targetMod):
+        targetItemID = targetMod.itemID
+        matchingPositions = []
+        for position, mod in enumerate(fit.modules):
+            if mod.isEmpty:
+                continue
+            if mod.itemID == targetItemID:
+                matchingPositions.append(position)
+        return matchingPositions
+
+    def _replaceSimilarModules(self, fit, srcCargo, targetMod):
+        availableAmount = srcCargo.amount if not self.copy else float("inf")
+
+        matchingPositions = self._getSimilarModulePositions(fit, targetMod)
+
+        if not matchingPositions:
+            return False
+
+        positionsToReplace = matchingPositions[: int(availableAmount)]
+
+        if not positionsToReplace:
+            return False
+
+        self.replacedModItemIDs = []
+        commands = []
+        cargoToRemove = 0
+
+        for position in positionsToReplace:
+            mod = fit.modules[position]
+            if mod.isEmpty:
+                continue
+            dstModItemID = mod.itemID
+
+            newModInfo = ModuleInfo.fromModule(mod, unmutate=True)
+            newModInfo.itemID = self.srcCargoItemID
+            newCargoModItemID = ModuleInfo.fromModule(mod, unmutate=True).itemID
+
+            commands.append(
+                CalcAddCargoCommand(
+                    fitID=self.fitID,
+                    cargoInfo=CargoInfo(itemID=newCargoModItemID, amount=1),
+                )
+            )
+            cmdReplace = CalcReplaceLocalModuleCommand(
+                fitID=self.fitID,
+                position=position,
+                newModInfo=newModInfo,
+                unloadInvalidCharges=True,
+            )
+            commands.append(cmdReplace)
+            self.replacedModItemIDs.append(dstModItemID)
+            cargoToRemove += 1
+
+        if not self.copy and cargoToRemove > 0:
+            commands.insert(
+                0,
+                CalcRemoveCargoCommand(
+                    fitID=self.fitID,
+                    cargoInfo=CargoInfo(
+                        itemID=self.srcCargoItemID, amount=cargoToRemove
+                    ),
+                ),
+            )
+
+        success = self.internalHistory.submitBatch(*commands)
+
+        if not success:
+            self.internalHistory.undoAll()
+            return False
+
+        eos.db.flush()
+        sFit = Fit.getInstance()
+        sFit.recalc(self.fitID)
+        self.savedRemovedDummies = sFit.fill(self.fitID)
+        eos.db.commit()
+
+        events = []
+        for removedModItemID in self.replacedModItemIDs:
+            events.append(
+                GE.FitChanged(
+                    fitIDs=(self.fitID,), action="moddel", typeID=removedModItemID
+                )
+            )
+        if self.srcCargoItemID is not None:
+            events.append(
+                GE.FitChanged(
+                    fitIDs=(self.fitID,), action="modadd", typeID=self.srcCargoItemID
+                )
+            )
+        if not events:
+            events.append(GE.FitChanged(fitIDs=(self.fitID,)))
+        for event in events:
+            wx.PostEvent(gui.mainFrame.MainFrame.getInstance(), event)
+
+        return True
+
+    def _fillEmptySlots(self, fit, srcCargo, targetSlot):
+        availableAmount = srcCargo.amount if not self.copy else float("inf")
+
+        emptyPositions = []
+        for position, mod in enumerate(fit.modules):
+            if mod.isEmpty and mod.slot == targetSlot:
+                emptyPositions.append(position)
+
+        if not emptyPositions:
+            return False
+
+        positionsToFill = emptyPositions[: int(availableAmount)]
+
+        if not positionsToFill:
+            return False
+
+        commands = []
+        cargoToRemove = 0
+
+        for position in positionsToFill:
+            newModInfo = ModuleInfo(itemID=self.srcCargoItemID)
+            cmdReplace = CalcReplaceLocalModuleCommand(
+                fitID=self.fitID,
+                position=position,
+                newModInfo=newModInfo,
+                unloadInvalidCharges=True,
+            )
+            commands.append(cmdReplace)
+            cargoToRemove += 1
+
+        if not self.copy and cargoToRemove > 0:
+            commands.insert(
+                0,
+                CalcRemoveCargoCommand(
+                    fitID=self.fitID,
+                    cargoInfo=CargoInfo(
+                        itemID=self.srcCargoItemID, amount=cargoToRemove
+                    ),
+                ),
+            )
+
+        success = self.internalHistory.submitBatch(*commands)
+
+        if not success:
+            self.internalHistory.undoAll()
+            return False
+
+        eos.db.flush()
+        sFit = Fit.getInstance()
+        sFit.recalc(self.fitID)
+        self.savedRemovedDummies = sFit.fill(self.fitID)
+        eos.db.commit()
+
+        events = []
+        if self.srcCargoItemID is not None:
+            events.append(
+                GE.FitChanged(
+                    fitIDs=(self.fitID,), action="modadd", typeID=self.srcCargoItemID
+                )
+            )
+        if not events:
+            events.append(GE.FitChanged(fitIDs=(self.fitID,)))
+        for event in events:
+            wx.PostEvent(gui.mainFrame.MainFrame.getInstance(), event)
+
+        return True
+
+    def _handleCharges(self, fit, srcCargo):
+        availableAmount = srcCargo.amount if not self.copy else float("inf")
+
+        targetMod = fit.modules[self.targetPosition]
+        if targetMod.isEmpty:
+            return False
+
+        targetItemID = targetMod.itemID
+        matchingPositions = []
+        for position, mod in enumerate(fit.modules):
+            if mod.isEmpty:
+                continue
+            if mod.itemID == targetItemID:
+                matchingPositions.append(position)
+
+        if not matchingPositions:
+            return False
+
+        positionsToReplace = matchingPositions[: int(availableAmount)]
+        if not positionsToReplace:
+            return False
+
+        commands = []
+        chargeMap = {}
+        totalChargesNeeded = 0
+
+        for position in positionsToReplace:
+            mod = fit.modules[position]
+            if mod.isEmpty:
+                continue
+
+            oldChargeID = mod.chargeID
+            oldChargeAmount = mod.numCharges
+            newChargeAmount = mod.getNumCharges(srcCargo.item)
+
+            if oldChargeID is not None and oldChargeID != srcCargo.itemID:
+                commands.append(
+                    CalcAddCargoCommand(
+                        fitID=self.fitID,
+                        cargoInfo=CargoInfo(itemID=oldChargeID, amount=oldChargeAmount),
+                    )
+                )
+
+            chargeMap[position] = srcCargo.itemID
+            totalChargesNeeded += newChargeAmount
+
+        if not self.copy and totalChargesNeeded > 0:
+            commands.append(
+                CalcRemoveCargoCommand(
+                    fitID=self.fitID,
+                    cargoInfo=CargoInfo(
+                        itemID=srcCargo.itemID, amount=totalChargesNeeded
+                    ),
+                )
+            )
+
+        commands.append(
+            CalcChangeModuleChargesCommand(
+                fitID=self.fitID, projected=False, chargeMap=chargeMap
+            )
+        )
+
+        success = self.internalHistory.submitBatch(*commands)
+
+        if not success:
+            self.internalHistory.undoAll()
+            return False
+
+        eos.db.flush()
+        sFit = Fit.getInstance()
+        sFit.recalc(self.fitID)
+        self.savedRemovedDummies = sFit.fill(self.fitID)
+        eos.db.commit()
+
+        events = [GE.FitChanged(fitIDs=(self.fitID,))]
+        for event in events:
+            wx.PostEvent(gui.mainFrame.MainFrame.getInstance(), event)
+
+        return True
+
+    def Undo(self):
+        sFit = Fit.getInstance()
+        fit = sFit.getFit(self.fitID)
+        restoreRemovedDummies(fit, self.savedRemovedDummies)
+        success = self.internalHistory.undoAll()
+        eos.db.flush()
+        sFit.recalc(self.fitID)
+        sFit.fill(self.fitID)
+        eos.db.commit()
+        events = []
+        if self.srcCargoItemID is not None:
+            events.append(
+                GE.FitChanged(
+                    fitIDs=(self.fitID,), action="moddel", typeID=self.srcCargoItemID
+                )
+            )
+        for removedModItemID in self.replacedModItemIDs:
+            events.append(
+                GE.FitChanged(
+                    fitIDs=(self.fitID,), action="modadd", typeID=removedModItemID
+                )
+            )
+        if not events:
+            events.append(GE.FitChanged(fitIDs=(self.fitID,)))
+        for event in events:
+            wx.PostEvent(gui.mainFrame.MainFrame.getInstance(), event)
+        return success

gui/fitCommands/gui/localModuleCargo/batchLocalModuleToCargo.py

@@ -0,0 +1,167 @@
+import wx
+
+import eos.db
+import gui.mainFrame
+from gui import globalEvents as GE
+from gui.fitCommands.calc.cargo.add import CalcAddCargoCommand
+from gui.fitCommands.calc.module.localRemove import CalcRemoveLocalModulesCommand
+from gui.fitCommands.helpers import (
+    CargoInfo,
+    InternalCommandHistory,
+    ModuleInfo,
+    restoreRemovedDummies,
+)
+from service.fit import Fit
+
+
+class GuiBatchLocalModuleToCargoCommand(wx.Command):
+    def __init__(self, fitID, modPosition, copy):
+        wx.Command.__init__(self, True, "Batch Local Module to Cargo")
+        self.internalHistory = InternalCommandHistory()
+        self.fitID = fitID
+        self.srcModPosition = modPosition
+        self.copy = copy
+        self.removedModItemIDs = []
+        self.savedRemovedDummies = None
+
+    def Do(self):
+        fit = Fit.getInstance().getFit(self.fitID)
+        srcMod = fit.modules[self.srcModPosition]
+        if srcMod.isEmpty:
+            return False
+
+        if srcMod.chargeID is not None:
+            return self._unloadCharges(fit, srcMod)
+        else:
+            return self._moveModulesToCargo(fit, srcMod)
+
+    def _getSimilarModulePositions(self, fit, targetMod):
+        targetItemID = targetMod.itemID
+        matchingPositions = []
+        for position, mod in enumerate(fit.modules):
+            if mod.isEmpty:
+                continue
+            if mod.itemID == targetItemID:
+                matchingPositions.append(position)
+        return matchingPositions
+
+    def _unloadCharges(self, fit, srcMod):
+        matchingPositions = self._getSimilarModulePositions(fit, srcMod)
+        if not matchingPositions:
+            return False
+
+        commands = []
+        for position in matchingPositions:
+            mod = fit.modules[position]
+            if mod.isEmpty:
+                continue
+            if mod.chargeID is not None:
+                commands.append(
+                    CalcAddCargoCommand(
+                        fitID=self.fitID,
+                        cargoInfo=CargoInfo(itemID=mod.chargeID, amount=mod.numCharges),
+                    )
+                )
+
+        if not self.copy:
+            from gui.fitCommands.calc.module.changeCharges import (
+                CalcChangeModuleChargesCommand,
+            )
+
+            chargeMap = {pos: None for pos in matchingPositions}
+            commands.append(
+                CalcChangeModuleChargesCommand(
+                    fitID=self.fitID, projected=False, chargeMap=chargeMap
+                )
+            )
+
+        success = self.internalHistory.submitBatch(*commands)
+        if not success:
+            self.internalHistory.undoAll()
+            return False
+
+        eos.db.flush()
+        sFit = Fit.getInstance()
+        sFit.recalc(self.fitID)
+        self.savedRemovedDummies = sFit.fill(self.fitID)
+        eos.db.commit()
+
+        events = [GE.FitChanged(fitIDs=(self.fitID,))]
+        for event in events:
+            wx.PostEvent(gui.mainFrame.MainFrame.getInstance(), event)
+        return success
+
+    def _moveModulesToCargo(self, fit, srcMod):
+        matchingPositions = self._getSimilarModulePositions(fit, srcMod)
+        if not matchingPositions:
+            return False
+
+        commands = []
+        for position in matchingPositions:
+            mod = fit.modules[position]
+            if mod.isEmpty:
+                continue
+
+            commands.append(
+                CalcAddCargoCommand(
+                    fitID=self.fitID,
+                    cargoInfo=CargoInfo(
+                        itemID=ModuleInfo.fromModule(mod, unmutate=True).itemID,
+                        amount=1,
+                    ),
+                )
+            )
+            self.removedModItemIDs.append(mod.itemID)
+
+        if not self.copy:
+            commands.append(
+                CalcRemoveLocalModulesCommand(
+                    fitID=self.fitID, positions=matchingPositions
+                )
+            )
+
+        success = self.internalHistory.submitBatch(*commands)
+        if not success:
+            self.internalHistory.undoAll()
+            return False
+
+        eos.db.flush()
+        sFit = Fit.getInstance()
+        sFit.recalc(self.fitID)
+        self.savedRemovedDummies = sFit.fill(self.fitID)
+        eos.db.commit()
+
+        events = []
+        for removedModItemID in self.removedModItemIDs:
+            events.append(
+                GE.FitChanged(
+                    fitIDs=(self.fitID,), action="moddel", typeID=removedModItemID
+                )
+            )
+        if not events:
+            events.append(GE.FitChanged(fitIDs=(self.fitID,)))
+        for event in events:
+            wx.PostEvent(gui.mainFrame.MainFrame.getInstance(), event)
+        return success
+
+    def Undo(self):
+        sFit = Fit.getInstance()
+        fit = sFit.getFit(self.fitID)
+        restoreRemovedDummies(fit, self.savedRemovedDummies)
+        success = self.internalHistory.undoAll()
+        eos.db.flush()
+        sFit.recalc(self.fitID)
+        sFit.fill(self.fitID)
+        eos.db.commit()
+        events = []
+        for removedModItemID in self.removedModItemIDs:
+            events.append(
+                GE.FitChanged(
+                    fitIDs=(self.fitID,), action="modadd", typeID=removedModItemID
+                )
+            )
+        if not events:
+            events.append(GE.FitChanged(fitIDs=(self.fitID,)))
+        for event in events:
+            wx.PostEvent(gui.mainFrame.MainFrame.getInstance(), event)
+        return success

gui/fitCommands/helpers.py

@@ -346,20 +346,7 @@ class CargoInfo:
         return makeReprStr(self, ['itemID', 'amount'])
 
 
-def activeStateLimit(itemIdentity):
-    item = Market.getInstance().getItem(itemIdentity)
-    if {
-        'moduleBonusAssaultDamageControl', 'moduleBonusIndustrialInvulnerability',
-        'microJumpDrive', 'microJumpPortalDrive', 'emergencyHullEnergizer',
-        'cynosuralGeneration', 'jumpPortalGeneration', 'jumpPortalGenerationBO',
-        'cloneJumpAccepting', 'cloakingWarpSafe', 'cloakingPrototype', 'cloaking',
-        'massEntanglerEffect5', 'electronicAttributeModifyOnline', 'targetPassively',
-        'cargoScan', 'shipScan', 'surveyScan', 'targetSpectrumBreakerBonus',
-        'interdictionNullifierBonus', 'warpCoreStabilizerActive',
-        'industrialItemCompression'
-    }.intersection(item.effects):
-        return FittingModuleState.ONLINE
-    return FittingModuleState.ACTIVE
+from service.port.active_state import activeStateLimit
 
 
 def droneStackLimit(fit, itemIdentity):

gui/fitDiffFrame.py

@@ -20,15 +20,19 @@
 
 # noinspection PyPackageRequirements
 import wx
-from collections import Counter
+import re
 
-from eos.const import FittingSlot
 from service.fit import Fit as svcFit
-from service.port.eft import exportEft, importEft, _importPrepare
+from service.port.eft import exportEft
 from service.const import PortEftOptions
 
 _t = wx.GetTranslation
 
+# Regex for parsing items: itemName x? quantity?, ,? chargeName?
+ITEM_REGEX = re.compile(
+    r"^(?P<itemName>[-\'\w\s]+?)x?\s*(?P<quantity>\d+)?\s*(?:,\s*(?P<chargeName>[-\'\w\s]+))?$"
+)
+
 
 class FitDiffFrame(wx.Frame):
     """A frame to display differences between two fits."""
@@ -169,158 +173,44 @@ class FitDiffFrame(wx.Frame):
         self.diffText.SetValue('\n'.join(diffLines))
 
     def parsePastedFit(self, text):
-        """Parse pasted EFT text into a fit object."""
-        try:
-            lines = _importPrepare(text.splitlines())
-            if not lines:
-                return None
-            return importEft(lines)
-        except Exception:
-            return None
+        """Parse pasted EFT text into a map of item name to count."""
+        items = {}
+        for line in text.splitlines():
+            line = line.strip()
+            if not line or line.startswith("["):
+                continue
+            match = ITEM_REGEX.match(line)
+            if match:
+                item_name = match.group("itemName").strip()
+                quantity = match.group("quantity")
+                count = int(quantity) if quantity else 1
+                if item_name not in items:
+                    items[item_name] = 0
+                items[item_name] += count
+        return items
 
-    def calculateDiff(self, fit1, fit2):
+    def calculateDiff(self, fit1_items, fit2_items):
         """Calculate items needed to transform fit1 into fit2.
 
-        Returns a list of strings in the format: "<item> <quantity>"
-        Only shows items that need to be added (no negative values).
+        Returns a list of strings showing additions and extra items.
         """
         diffLines = []
 
-        # Get module counts by type for each fit (grouped by slot type)
-        fit1_modules = self.getModuleCounts(fit1)
-        fit2_modules = self.getModuleCounts(fit2)
+        all_items = set(fit1_items.keys()) | set(fit2_items.keys())
+        additions = []
+        extras = []
 
-        # Slot order
-        slotOrder = [
-            FittingSlot.HIGH,
-            FittingSlot.MED,
-            FittingSlot.LOW,
-            FittingSlot.RIG,
-            FittingSlot.SUBSYSTEM,
-            FittingSlot.SERVICE,
-        ]
-
-        # Diff modules by slot - only show items needed to add
-        for slot in slotOrder:
-            fit1_slot_modules = fit1_modules.get(slot, Counter())
-            fit2_slot_modules = fit2_modules.get(slot, Counter())
-            
-            all_module_types = set(fit1_slot_modules.keys()) | set(fit2_slot_modules.keys())
-            slot_diff_lines = []
-            for module_type in sorted(all_module_types):
-                count1 = fit1_slot_modules.get(module_type, 0)
-                count2 = fit2_slot_modules.get(module_type, 0)
-                if count2 > count1:
-                    slot_diff_lines.append(f"{module_type} x{count2 - count1}")
-            
-            if slot_diff_lines:
-                if diffLines:
-                    diffLines.append("")
-                diffLines.extend(slot_diff_lines)
-
-        # Get drone counts
-        fit1_drones = self.getDroneCounts(fit1)
-        fit2_drones = self.getDroneCounts(fit2)
-
-        all_drone_types = set(fit1_drones.keys()) | set(fit2_drones.keys())
-        for drone_type in sorted(all_drone_types):
-            count1 = fit1_drones.get(drone_type, 0)
-            count2 = fit2_drones.get(drone_type, 0)
+        for item in sorted(all_items):
+            count1 = fit1_items.get(item, 0)
+            count2 = fit2_items.get(item, 0)
             if count2 > count1:
-                diffLines.append(f"{drone_type} x{count2 - count1}")
+                additions.append(f"{item} x{count2 - count1}")
+            elif count1 > count2:
+                extras.append(f"{item} x-{count1 - count2}")
 
-        # Get fighter counts
-        fit1_fighters = self.getFighterCounts(fit1)
-        fit2_fighters = self.getFighterCounts(fit2)
-
-        all_fighter_types = set(fit1_fighters.keys()) | set(fit2_fighters.keys())
-        for fighter_type in sorted(all_fighter_types):
-            count1 = fit1_fighters.get(fighter_type, 0)
-            count2 = fit2_fighters.get(fighter_type, 0)
-            if count2 > count1:
-                diffLines.append(f"{fighter_type} x{count2 - count1}")
-
-        # Get cargo counts
-        fit1_cargo = self.getCargoCounts(fit1)
-        fit2_cargo = self.getCargoCounts(fit2)
-
-        all_cargo_types = set(fit1_cargo.keys()) | set(fit2_cargo.keys())
-        for cargo_type in sorted(all_cargo_types):
-            count1 = fit1_cargo.get(cargo_type, 0)
-            count2 = fit2_cargo.get(cargo_type, 0)
-            if count2 > count1:
-                diffLines.append(f"{cargo_type} x{count2 - count1}")
-
-        # Get implants
-        fit1_implants = self.getImplantNames(fit1)
-        fit2_implants = self.getImplantNames(fit2)
-
-        for implant in sorted(fit2_implants - fit1_implants):
-            diffLines.append(f"{implant} x1")
-
-        # Get boosters
-        fit1_boosters = self.getBoosterNames(fit1)
-        fit2_boosters = self.getBoosterNames(fit2)
-
-        for booster in sorted(fit2_boosters - fit1_boosters):
-            diffLines.append(f"{booster} x1")
+        diffLines.extend(additions)
+        if additions and extras:
+            diffLines.extend(["", ""])
+        diffLines.extend(extras)
 
         return diffLines
-
-    def getModuleCounts(self, fit):
-        """Get a counter of module types for a fit, grouped by slot type.
-
-        Returns a dict mapping FittingSlot -> Counter of module names.
-        Position doesn't matter, just counts by module name.
-        """
-        counts_by_slot = {}
-        for module in fit.modules:
-            if module.isEmpty:
-                continue
-            slot = module.slot
-            if slot not in counts_by_slot:
-                counts_by_slot[slot] = Counter()
-            # Use item type name for comparison
-            name = module.item.typeName if module.item else ""
-            counts_by_slot[slot][name] += 1
-        return counts_by_slot
-
-    def getDroneCounts(self, fit):
-        """Get a counter of drone types for a fit."""
-        counts = Counter()
-        for drone in fit.drones:
-            if drone.item:
-                counts[drone.item.typeName] += drone.amount
-        return counts
-
-    def getFighterCounts(self, fit):
-        """Get a counter of fighter types for a fit."""
-        counts = Counter()
-        for fighter in fit.fighters:
-            if fighter.item:
-                counts[fighter.item.typeName] += fighter.amount
-        return counts
-
-    def getCargoCounts(self, fit):
-        """Get a counter of cargo items for a fit."""
-        counts = Counter()
-        for cargo in fit.cargo:
-            if cargo.item:
-                counts[cargo.item.typeName] += cargo.amount
-        return counts
-
-    def getImplantNames(self, fit):
-        """Get a set of implant names for a fit."""
-        names = set()
-        for implant in fit.implants:
-            if implant.item:
-                names.add(implant.item.typeName)
-        return names
-
-    def getBoosterNames(self, fit):
-        """Get a set of booster names for a fit."""
-        names = set()
-        for booster in fit.boosters:
-            if booster.item:
-                names.add(booster.item.typeName)
-        return names

pyfa.spec

@@ -79,8 +79,20 @@ a = Analysis(['pyfa.py'],
              win_private_assemblies=False,
              cipher=block_cipher)
 
-pyz = PYZ(a.pure, a.zipped_data, cipher=block_cipher)
+a_server = Analysis(['pyfa_server.py'],
+             pathex=pathex,
+             binaries=[],
+             datas=added_files,
+             hiddenimports=import_these,
+             hookspath=['dist_assets/pyinstaller_hooks'],
+             runtime_hooks=[],
+             excludes=['Tkinter'],
+             win_no_prefer_redirects=False,
+             win_private_assemblies=False,
+             cipher=block_cipher)
 
+pyz = PYZ(a.pure, a.zipped_data, cipher=block_cipher)
+pyz_server = PYZ(a_server.pure, a_server.zipped_data, cipher=block_cipher)
 
 exe = EXE(
     pyz,
@@ -96,6 +108,19 @@ exe = EXE(
     contents_directory='app',
 )
 
+# Sim server. POST /simulate on port 9123.
+exe_server = EXE(
+    pyz_server,
+    a_server.scripts,
+    exclude_binaries=True,
+    name='pyfa-server',
+    debug=debug,
+    strip=False,
+    upx=upx,
+    console=True,
+    contents_directory='app',
+)
+
 coll = COLLECT(
     exe,
     a.binaries,
@@ -106,6 +131,16 @@ coll = COLLECT(
     name='pyfa',
 )
 
+coll_server = COLLECT(
+    exe_server,
+    a_server.binaries,
+    a_server.zipfiles,
+    a_server.datas,
+    strip=False,
+    upx=upx,
+    name='pyfa_server',
+)
+
 if platform.system() == 'Darwin':
     info_plist = {
         'NSHighResolutionCapable': 'True',

pyfa_server.py

@@ -0,0 +1,5 @@
+#!/usr/bin/env python3
+# Sim server. POST /simulate with JSON body.
+from scripts.pyfa_sim import _run_http_server
+
+_run_http_server(9123, None)

pyproject.toml

@@ -22,3 +22,6 @@ dependencies = [
     "sqlalchemy==1.4.50",
     "wxpython==4.2.1",
 ]
+
+[project.optional-dependencies]
+dev = ["pytest"]

release.sh

@@ -57,4 +57,32 @@ curl -X POST \
   
 rm "${ZIP}"
 
+# Push Docker image
+DOCKER_REPO="${DOCKER_REPO:-docker.site.quack-lab.dev}"
+IMAGE_NAME="${IMAGE_NAME:-pyfa-server}"
+COMMIT_SHA=$(git rev-parse --short HEAD)
+IMAGE_BASE="${DOCKER_REPO}/${IMAGE_NAME}"
+
+echo ""
+echo "Pushing Docker images..."
+docker push "${IMAGE_BASE}:${COMMIT_SHA}"
+docker push "${IMAGE_BASE}:latest"
+TAGS=$(git tag --points-at HEAD 2>/dev/null || true)
+if [ -n "$TAGS" ]; then
+  while IFS= read -r tag; do
+    [ -n "$tag" ] && docker push "${IMAGE_BASE}:${tag}"
+  done <<< "$TAGS"
+fi
+
+echo ""
+echo "Docker image pushed as:"
+echo "  - ${IMAGE_BASE}:${COMMIT_SHA}"
+echo "  - ${IMAGE_BASE}:latest"
+if [ -n "$TAGS" ]; then
+  while IFS= read -r tag; do
+    [ -n "$tag" ] && echo "  - ${IMAGE_BASE}:${tag}"
+  done <<< "$TAGS"
+fi
+
+echo ""
 echo "Release complete! ${ZIP} uploaded to ${TAG}"

requirements-server.txt

@@ -0,0 +1,14 @@
+logbook==1.7.0.post0
+numpy==1.26.2
+matplotlib==3.8.2
+python-dateutil==2.8.2
+requests==2.31.0
+sqlalchemy==1.4.50
+cryptography==42.0.4
+markdown2==2.4.11
+packaging==23.2
+roman==4.1
+beautifulsoup4==4.12.2
+pyyaml==6.0.1
+python-jose==3.3.0
+requests-cache==1.1.1

scripts/pyfa_sim.py

@@ -0,0 +1,449 @@
+import json
+import sys
+from http.server import BaseHTTPRequestHandler, HTTPServer
+
+import config
+import eos.config
+
+from eos.const import FittingHardpoint
+from eos.utils.spoolSupport import SpoolOptions, SpoolType
+
+# POST /simulate request and response shape; included in 400 response body
+SIMULATE_SCHEMA = {
+    "request": {
+        "fit": "string (required). EFT or multi-line text export of a single fit, e.g. [ShipName, FitName] followed by modules/drones/etc.",
+        "projected_fits": "array (optional). Each element: { \"fit\": string, \"count\": positive integer }.",
+        "command_fits": "array (optional). Each element: { \"fit\": string }.",
+    },
+    "response_200": {
+        "fit": {"id": "int", "name": "string", "ship_type": "string"},
+        "resources": {"hardpoints": {}, "drones": {}, "fighters": {}, "calibration": {}, "powergrid": {}, "cpu": {}, "cargo": {}},
+        "defense": {"hp": {}, "ehp": {}, "resonance": {}, "tank": {}, "effective_tank": {}, "sustainable_tank": {}, "effective_sustainable_tank": {}},
+        "capacitor": {"capacity": {}, "recharge": {}, "use": {}, "delta": {}, "stable": {}, "state": {}, "neutralizer_resistance": {}},
+        "firepower": {"weapon_dps": {}, "drone_dps": {}, "total_dps": {}, "weapon_volley": {}, "drone_volley": {}, "total_volley": {}, "weapons": []},
+        "remote_reps_outgoing": {"current": {}, "pre_spool": {}, "full_spool": {}},
+        "targeting_misc": {"targets_max": {}, "target_range": {}, "scan_resolution": {}, "scan_strength": {}, "scan_type": {}, "jam_chance": {}, "drone_control_range": {}, "speed": {}, "align_time": {}, "signature_radius": {}, "warp_speed": {}, "max_warp_distance": {}, "probe_size": {}, "cargo_capacity": {}, "cargo_used": {}},
+        "price": {"ship": {}, "fittings": {}, "drones_and_fighters": {}, "cargo": {}, "character": {}, "total": {}},
+    },
+}
+
+
+def _init_pyfa(savepath: str | None) -> None:
+    config.debug = False
+    config.loggingLevel = config.LOGLEVEL_MAP["error"]
+    config.defPaths(savepath)
+    config.defLogging()
+    import eos.db  # noqa: F401
+    eos.db.saveddata_meta.create_all()  # type: ignore[name-defined]
+    import eos.events  # noqa: F401
+    from service import prefetch  # noqa: F401
+
+
+def _parse_drone_markers(text: str) -> tuple[str, set[str]]:
+    active_names: set[str] = set()
+    cleaned_lines: list[str] = []
+    for raw_line in text.splitlines():
+        line = raw_line.rstrip()
+        if " xx" in line:
+            idx = line.find(" xx")
+            marker_segment = line[idx + 1 :].strip()
+
+            if marker_segment == "xx":
+                payload = line[:idx].rstrip()
+                parts = payload.split(" x", 1)
+                if len(parts) == 2:
+                    type_name = parts[0].strip()
+                    if type_name:
+                        active_names.add(type_name)
+                line = payload
+
+        cleaned_lines.append(line)
+
+    return "\n".join(cleaned_lines), active_names
+
+
+def _import_single_fit(raw_text: str) -> tuple[object, set[str]]:
+    from service.port.port import Port
+
+    cleaned_text, active_names = _parse_drone_markers(raw_text)
+    import_type, import_data = Port.importFitFromBuffer(cleaned_text)
+
+    if not import_data or len(import_data) != 1:
+        raise ValueError("Expected exactly one fit in input; got %d" % (len(import_data) if import_data else 0))
+
+    fit = import_data[0]
+
+    if active_names:
+        for drone in fit.drones:
+            if getattr(drone.item, "typeName", None) in active_names:
+                drone.amountActive = drone.amount
+        for fighter in fit.fighters:
+            if getattr(fighter.item, "typeName", None) in active_names:
+                fighter.amount = fighter.amount
+
+    return fit, active_names
+
+
+def _add_projected_fit(s_fit, target_fit, projected_fit, amount: int) -> None:
+    fit = s_fit.getFit(target_fit.ID)
+    projected = s_fit.getFit(projected_fit.ID, projected=True)
+    if projected is None:
+        raise ValueError("Projected fit %s is not available" % projected_fit.ID)
+
+    if projected in fit.projectedFits and projected.ID in fit.projectedFitDict:
+        projection_info = projected.getProjectionInfo(fit.ID)
+        if projection_info is None:
+            raise ValueError("Projection info missing for projected fit %s" % projected_fit.ID)
+    else:
+        fit.projectedFitDict[projected.ID] = projected
+        eos.db.saveddata_session.flush()
+        eos.db.saveddata_session.refresh(projected)
+        projection_info = projected.getProjectionInfo(fit.ID)
+        if projection_info is None:
+            raise ValueError("Projection info missing after linking projected fit %s" % projected_fit.ID)
+
+    projection_info.amount = amount
+    projection_info.active = True
+
+
+def _add_command_fit(s_fit, target_fit, command_fit) -> None:
+    fit = s_fit.getFit(target_fit.ID)
+    command = s_fit.getFit(command_fit.ID)
+    if command is None:
+        raise ValueError("Command fit %s is not available" % command_fit.ID)
+
+    if command in fit.commandFits or command.ID in fit.commandFitDict:
+        return
+
+    fit.commandFitDict[command.ID] = command
+    eos.db.saveddata_session.flush()
+    eos.db.saveddata_session.refresh(command)
+    info = command.getCommandInfo(fit.ID)
+    if info is None:
+        raise ValueError("Command info missing for command fit %s" % command_fit.ID)
+    info.active = True
+
+
+def _collect_resources(fit) -> dict:
+    ship = fit.ship
+    resources: dict = {}
+
+    resources["hardpoints"] = {
+        "turret": {
+            "used": fit.getHardpointsUsed(FittingHardpoint.TURRET),
+            "total": ship.getModifiedItemAttr("turretSlotsLeft"),
+        },
+        "launcher": {
+            "used": fit.getHardpointsUsed(FittingHardpoint.MISSILE),
+            "total": ship.getModifiedItemAttr("launcherSlotsLeft"),
+        },
+    }
+
+    resources["drones"] = {
+        "active": fit.activeDrones,
+        "max_active": fit.extraAttributes.get("maxActiveDrones"),
+        "bay_used": fit.droneBayUsed,
+        "bay_capacity": ship.getModifiedItemAttr("droneCapacity"),
+        "bandwidth_used": fit.droneBandwidthUsed,
+        "bandwidth_capacity": ship.getModifiedItemAttr("droneBandwidth"),
+    }
+
+    resources["fighters"] = {
+        "tubes_used": fit.fighterTubesUsed,
+        "tubes_total": fit.fighterTubesTotal,
+        "bay_used": fit.fighterBayUsed,
+        "bay_capacity": ship.getModifiedItemAttr("fighterCapacity"),
+    }
+
+    resources["calibration"] = {
+        "used": fit.calibrationUsed,
+        "total": ship.getModifiedItemAttr("upgradeCapacity"),
+    }
+
+    resources["powergrid"] = {
+        "used": fit.pgUsed,
+        "output": ship.getModifiedItemAttr("powerOutput"),
+    }
+
+    resources["cpu"] = {
+        "used": fit.cpuUsed,
+        "output": ship.getModifiedItemAttr("cpuOutput"),
+    }
+
+    resources["cargo"] = {
+        "used": fit.cargoBayUsed,
+        "capacity": ship.getModifiedItemAttr("capacity"),
+    }
+
+    return resources
+
+
+def _collect_defense(fit) -> dict:
+    ship = fit.ship
+
+    def _res(attr_name):
+        return ship.getModifiedItemAttr(attr_name)
+
+    resonance = {
+        "armor": {"em": _res("armorEmDamageResonance"), "exp": _res("armorExplosiveDamageResonance"), "kin": _res("armorKineticDamageResonance"), "therm": _res("armorThermalDamageResonance")},
+        "shield": {"em": _res("shieldEmDamageResonance"), "exp": _res("shieldExplosiveDamageResonance"), "kin": _res("shieldKineticDamageResonance"), "therm": _res("shieldThermalDamageResonance")},
+        "hull": {"em": _res("emDamageResonance"), "exp": _res("explosiveDamageResonance"), "kin": _res("kineticDamageResonance"), "therm": _res("thermalDamageResonance")},
+    }
+    defense: dict = {}
+    defense["hp"] = fit.hp
+    defense["ehp"] = fit.ehp
+    defense["resonance"] = resonance
+    defense["tank"] = fit.tank
+    defense["effective_tank"] = fit.effectiveTank
+    defense["sustainable_tank"] = fit.sustainableTank
+    defense["effective_sustainable_tank"] = fit.effectiveSustainableTank
+    return defense
+
+
+def _collect_capacitor(fit) -> dict:
+    ship = fit.ship
+    cap: dict = {}
+    cap["capacity"] = ship.getModifiedItemAttr("capacitorCapacity")
+    cap["recharge"] = fit.capRecharge
+    cap["use"] = fit.capUsed
+    cap["delta"] = fit.capDelta
+    cap["stable"] = fit.capStable
+    cap["state"] = fit.capState
+    cap["neutralizer_resistance"] = ship.getModifiedItemAttr("energyWarfareResistance", 1)
+    return cap
+
+
+def _collect_firepower(fit) -> dict:
+    default_spool = eos.config.settings["globalDefaultSpoolupPercentage"]
+    spool = SpoolOptions(SpoolType.SPOOL_SCALE, default_spool, False)
+    wdps = fit.getWeaponDps(spoolOptions=spool)
+    ddps = fit.getDroneDps()
+    wvol = fit.getWeaponVolley(spoolOptions=spool)
+    dvol = fit.getDroneVolley()
+    return {
+        "weapon_dps": wdps.total,
+        "drone_dps": ddps.total,
+        "total_dps": fit.getTotalDps(spoolOptions=spool).total,
+        "weapon_volley": wvol.total,
+        "drone_volley": dvol.total,
+        "total_volley": fit.getTotalVolley(spoolOptions=spool).total,
+        "weapons": [],
+    }
+
+
+def _collect_remote_reps(fit) -> dict:
+    default_spool = eos.config.settings["globalDefaultSpoolupPercentage"]
+    pre = fit.getRemoteReps(spoolOptions=SpoolOptions(SpoolType.SPOOL_SCALE, 0, True))
+    full = fit.getRemoteReps(spoolOptions=SpoolOptions(SpoolType.SPOOL_SCALE, 1, True))
+    current = fit.getRemoteReps(spoolOptions=SpoolOptions(SpoolType.SPOOL_SCALE, default_spool, False))
+    return {
+        "current": {
+            "capacitor": current.capacitor,
+            "shield": current.shield,
+            "armor": current.armor,
+            "hull": current.hull,
+        },
+        "pre_spool": {
+            "capacitor": pre.capacitor,
+            "shield": pre.shield,
+            "armor": pre.armor,
+            "hull": pre.hull,
+        },
+        "full_spool": {
+            "capacitor": full.capacitor,
+            "shield": full.shield,
+            "armor": full.armor,
+            "hull": full.hull,
+        },
+    }
+
+
+def _collect_targeting_misc(fit) -> dict:
+    ship = fit.ship
+    misc: dict = {}
+    misc["targets_max"] = fit.maxTargets
+    misc["target_range"] = fit.maxTargetRange
+    misc["scan_resolution"] = ship.getModifiedItemAttr("scanResolution")
+    misc["scan_strength"] = fit.scanStrength
+    misc["scan_type"] = fit.scanType
+    misc["jam_chance"] = fit.jamChance
+    misc["drone_control_range"] = fit.extraAttributes.get("droneControlRange")
+    misc["speed"] = fit.maxSpeed
+    misc["align_time"] = fit.alignTime
+    misc["signature_radius"] = ship.getModifiedItemAttr("signatureRadius")
+    misc["warp_speed"] = fit.warpSpeed
+    misc["max_warp_distance"] = fit.maxWarpDistance
+    misc["probe_size"] = fit.probeSize
+    misc["cargo_capacity"] = ship.getModifiedItemAttr("capacity")
+    misc["cargo_used"] = fit.cargoBayUsed
+    return misc
+
+
+def _collect_price(fit) -> dict:
+    ship_price = 0.0
+    module_price = 0.0
+    drone_price = 0.0
+    fighter_price = 0.0
+    cargo_price = 0.0
+    booster_price = 0.0
+    implant_price = 0.0
+
+    if fit:
+        ship_price = getattr(fit.ship.item.price, "price", 0.0)
+
+        for module in fit.modules:
+            if not module.isEmpty:
+                module_price += getattr(module.item.price, "price", 0.0)
+
+        for drone in fit.drones:
+            drone_price += getattr(drone.item.price, "price", 0.0) * drone.amount
+
+        for fighter in fit.fighters:
+            fighter_price += getattr(fighter.item.price, "price", 0.0) * fighter.amount
+
+        for cargo in fit.cargo:
+            cargo_price += getattr(cargo.item.price, "price", 0.0) * cargo.amount
+
+        for booster in fit.boosters:
+            booster_price += getattr(booster.item.price, "price", 0.0)
+
+        for implant in fit.appliedImplants:
+            implant_price += getattr(implant.item.price, "price", 0.0)
+
+    total_price = ship_price + module_price + drone_price + fighter_price + cargo_price + booster_price + implant_price
+
+    return {
+        "ship": ship_price,
+        "fittings": module_price,
+        "drones_and_fighters": drone_price + fighter_price,
+        "cargo": cargo_price,
+        "character": booster_price + implant_price,
+        "total": total_price,
+    }
+
+
+def _build_output(main_fit) -> dict:
+    return {
+        "fit": {
+            "id": main_fit.ID,
+            "name": main_fit.name,
+            "ship_type": main_fit.ship.item.typeName,
+        },
+        "resources": _collect_resources(main_fit),
+        "defense": _collect_defense(main_fit),
+        "capacitor": _collect_capacitor(main_fit),
+        "firepower": _collect_firepower(main_fit),
+        "remote_reps_outgoing": _collect_remote_reps(main_fit),
+        "targeting_misc": _collect_targeting_misc(main_fit),
+        "price": _collect_price(main_fit),
+    }
+
+
+def compute_stats(payload: dict, savepath: str | None = None) -> dict:
+    if "fit" not in payload or not isinstance(payload["fit"], str):
+        raise ValueError("Payload must contain a 'fit' field with EFT/text export")
+    _init_pyfa(savepath)
+    from service.fit import Fit as FitService
+    s_fit = FitService.getInstance()
+    if s_fit.character is None:
+        from eos.saveddata.character import Character as saveddata_Character
+        s_fit.character = saveddata_Character.getAll5()
+    main_fit, _ = _import_single_fit(payload["fit"])
+    projected_defs = payload.get("projected_fits", [])
+    command_defs = payload.get("command_fits", [])
+    projected_fits: list[tuple[object, int]] = []
+    for entry in projected_defs:
+        if not isinstance(entry, dict):
+            raise ValueError("Each projected_fits entry must be an object")
+        fit_text = entry.get("fit")
+        count = entry.get("count")
+        if not isinstance(fit_text, str):
+            raise ValueError("Each projected_fits entry must contain a string 'fit'")
+        if not isinstance(count, int) or count <= 0:
+            raise ValueError("Each projected_fits entry must contain a positive integer 'count'")
+        pf, _ = _import_single_fit(fit_text)
+        projected_fits.append((pf, count))
+    command_fits: list[object] = []
+    for entry in command_defs:
+        if not isinstance(entry, dict):
+            raise ValueError("Each command_fits entry must be an object")
+        fit_text = entry.get("fit")
+        if not isinstance(fit_text, str):
+            raise ValueError("Each command_fits entry must contain a string 'fit'")
+        cf, _ = _import_single_fit(fit_text)
+        command_fits.append(cf)
+    for pf, count in projected_fits:
+        _add_projected_fit(s_fit, main_fit, pf, count)
+    for cf in command_fits:
+        _add_command_fit(s_fit, main_fit, cf)
+    s_fit.recalc(main_fit)
+    s_fit.fill(main_fit)
+    return _build_output(main_fit)
+
+
+def _run_http_server(port: int, savepath: str | None) -> None:
+    def send_error_json(code: int, msg: str, traceback_str: str | None = None):
+        body = {"error": msg, "schema": SIMULATE_SCHEMA}
+        if traceback_str:
+            body["traceback"] = traceback_str
+        return json.dumps(body, indent=2) + "\n"
+
+    class SimulateHandler(BaseHTTPRequestHandler):
+        def send_error(self, code: int, message: str | None = None, explain: str | None = None):
+            msg = message or explain or "Error"
+            self.send_response(code)
+            self.send_header("Content-Type", "application/json; charset=utf-8")
+            self.end_headers()
+            self.wfile.write(send_error_json(code, msg).encode("utf-8"))
+
+        def _reply_error(self, code: int, msg: str, traceback_str: str | None = None):
+            self.send_response(code)
+            self.send_header("Content-Type", "application/json; charset=utf-8")
+            self.end_headers()
+            self.wfile.write(send_error_json(code, msg, traceback_str).encode("utf-8"))
+
+        def do_GET(self):
+            if self.path == "/simulate":
+                self._reply_error(405, "Method not allowed. Use POST.")
+            else:
+                self._reply_error(404, "Not found. POST /simulate with JSON body.")
+
+        def do_POST(self):
+            if self.path != "/simulate":
+                self._reply_error(404, "Not found. POST /simulate with JSON body.")
+                return
+            content_length = int(self.headers.get("Content-Length", 0))
+            body = self.rfile.read(content_length).decode("utf-8")
+            try:
+                payload = json.loads(body)
+            except json.JSONDecodeError as exc:
+                self._reply_error(400, "Invalid JSON: %s" % exc)
+                return
+            if not isinstance(payload, dict):
+                self._reply_error(400, "Top-level JSON must be an object")
+                return
+            try:
+                output = compute_stats(payload, savepath)
+            except ValueError as e:
+                self._reply_error(400, str(e))
+                return
+            except Exception as e:
+                import traceback
+                tb = traceback.format_exc()
+                sys.stderr.write(tb)
+                sys.stderr.flush()
+                self._reply_error(500, str(e), tb)
+                return
+            self.send_response(200)
+            self.send_header("Content-Type", "application/json; charset=utf-8")
+            self.end_headers()
+            self.wfile.write(json.dumps(output, indent=2, sort_keys=True).encode("utf-8"))
+            self.wfile.write(b"\n")
+
+    with HTTPServer(("", port), SimulateHandler) as httpd:
+        print("POST /simulate on http://127.0.0.1:%s" % port, file=sys.stderr, flush=True)
+        httpd.serve_forever()
+
+
+if __name__ == "__main__":
+    _run_http_server(9123, None)

service/character.py

@@ -28,12 +28,8 @@ from xml.etree import ElementTree
 from xml.dom import minidom
 import gzip
 
-# noinspection PyPackageRequirements
-import wx
-
 import config
 import eos.db
-from service.esi import Esi
 
 from eos.saveddata.implant import Implant as es_Implant
 from eos.saveddata.character import Character as es_Character, Skill
@@ -42,7 +38,12 @@ from eos.const import FittingSlot as es_Slot
 from eos.saveddata.fighter import Fighter as es_Fighter
 
 pyfalog = Logger(__name__)
-_t = wx.GetTranslation
+
+
+def _t(s):
+    import wx
+    return wx.GetTranslation(s)
+
 
 class CharacterImportThread(threading.Thread):
 
@@ -97,6 +98,7 @@ class CharacterImportThread(threading.Thread):
                 pyfalog.error(e)
                 continue
 
+        import wx
         wx.CallAfter(self.callback)
 
     def stop(self):
@@ -132,6 +134,7 @@ class SkillBackupThread(threading.Thread):
                 with open(path, mode='w', encoding='utf-8') as backupFile:
                     backupFile.write(backupData)
 
+        import wx
         wx.CallAfter(self.callback)
 
     def stop(self):
@@ -386,6 +389,7 @@ class Character:
 
     def apiFetchCallback(self, guiCallback, e=None):
         eos.db.commit()
+        import wx
         wx.CallAfter(guiCallback, e)
 
     @staticmethod
@@ -501,6 +505,7 @@ class UpdateAPIThread(threading.Thread):
         try:
             char = eos.db.getCharacter(self.charID)
 
+            from service.esi import Esi
             sEsi = Esi.getInstance()
             sChar = Character.getInstance()
             ssoChar = sChar.getSsoCharacter(char.ID)

service/esi.py

@@ -13,11 +13,9 @@ from service.const import EsiLoginMethod, EsiSsoMode
 from eos.saveddata.ssocharacter import SsoCharacter
 from service.esiAccess import APIException, GenericSsoError
 import gui.globalEvents as GE
-from gui.ssoLogin import SsoLogin
 from service.server import StoppableHTTPServer, AuthHandler
 from service.settings import EsiSettings
 from service.esiAccess import EsiAccess
-import gui.mainFrame
 
 from requests import Session
 
@@ -140,6 +138,7 @@ class Esi(EsiAccess):
         self.fittings_deleted.add(fittingID)
 
     def login(self):
+        import gui.ssoLogin
         start_server = self.settings.get('loginMode') == EsiLoginMethod.SERVER and self.server_base.supports_auto_login
         with gui.ssoLogin.SsoLogin(self.server_base, start_server) as dlg:
             if dlg.ShowModal() == wx.ID_OK:

service/fit.py

@@ -22,7 +22,6 @@ import datetime
 from time import time
 from weakref import WeakSet
 
-import wx
 from logbook import Logger
 
 import eos.db
@@ -235,6 +234,7 @@ class Fit:
     @classmethod
     def getCommandProcessor(cls, fitID):
         if fitID not in cls.processors:
+            import wx
             cls.processors[fitID] = wx.CommandProcessor(maxCommands=100)
         return cls.processors[fitID]
 

service/market.py

@@ -23,8 +23,6 @@ import threading
 from collections import OrderedDict
 from itertools import chain
 
-# noinspection PyPackageRequirements
-import wx
 from logbook import Logger
 from sqlalchemy.sql import or_
 
@@ -38,7 +36,12 @@ from service.settings import SettingsProvider
 from utils.cjk import isStringCjk
 
 pyfalog = Logger(__name__)
-_t = wx.GetTranslation
+
+
+def _t(s):
+    import wx
+    return wx.GetTranslation(s)
+
 
 # Event which tells threads dependent on Market that it's initialized
 mktRdy = threading.Event()
@@ -77,6 +80,7 @@ class ShipBrowserWorkerThread(threading.Thread):
                     set_ = sMkt.getShipList(id_)
                     cache[id_] = set_
 
+                import wx
                 wx.CallAfter(callback, (id_, set_))
             except (KeyboardInterrupt, SystemExit):
                 raise
@@ -170,6 +174,7 @@ class SearchWorkerThread(threading.Thread):
             for item in all_results:
                 if sMkt.getPublicityByItem(item):
                     item_IDs.add(item.ID)
+            import wx
             wx.CallAfter(callback, sorted(item_IDs))
 
     def scheduleSearch(self, text, callback, filterName=None):
@@ -268,7 +273,7 @@ class Market:
         self.les_grp = types_Group()
         self.les_grp.ID = -1
         self.les_grp.name = "Limited Issue Ships"
-        self.les_grp.displayName = _t("Limited Issue Ships")
+        self.les_grp.displayName = "Limited Issue Ships"
         self.les_grp.published = True
         ships = self.getCategory("Ship")
         self.les_grp.category = ships

service/port/__init__.py

@@ -1,2 +1,8 @@
 from .efs import EfsPort
-from .port import Port
+
+
+def __getattr__(name):
+    if name == "Port":
+        from service.port.port import Port
+        return Port
+    raise AttributeError("module %r has no attribute %r" % (__name__, name))

service/port/active_state.py

@@ -0,0 +1,12 @@
+# Module-state logic shared by port (EFT import) and gui (fit commands).
+# Uses gamedata (item type + attributes), no hardcoded effect names.
+
+from eos.const import FittingModuleState
+from service.market import Market
+
+
+def activeStateLimit(itemIdentity):
+    item = Market.getInstance().getItem(itemIdentity)
+    if not item.isType("active") or item.getAttribute("activationBlocked", 0) > 0:
+        return FittingModuleState.ONLINE
+    return FittingModuleState.ACTIVE

service/port/dna.py

@@ -31,7 +31,6 @@ from eos.saveddata.fighter import Fighter
 from eos.saveddata.fit import Fit
 from eos.saveddata.module import Module
 from eos.saveddata.ship import Ship
-from gui.fitCommands.helpers import activeStateLimit
 from service.const import PortDnaOptions
 from service.fit import Fit as svcFit
 from service.market import Market
@@ -80,6 +79,7 @@ def importDnaAlt(string, fitName=None):
     return processImportInfo(info, fitName, "*")
 
 def processImportInfo(info, fitName, amountSeparator):
+    from gui.fitCommands.helpers import activeStateLimit
     sMkt = Market.getInstance()
     f = Fit()
     try:

service/port/efs.py

@@ -16,10 +16,6 @@ from eos.effectHandlerHelpers import HandledList
 from eos.db import gamedata_session, getCategory, getAttributeInfo, getGroup
 from eos.gamedata import Attribute, Effect, Group, Item, ItemEffect
 from eos.utils.spoolSupport import SpoolType, SpoolOptions
-from gui.fitCommands.calc.module.localAdd import CalcAddLocalModuleCommand
-from gui.fitCommands.calc.module.localRemove import CalcRemoveLocalModulesCommand
-from gui.fitCommands.calc.module.changeCharges import CalcChangeModuleChargesCommand
-from gui.fitCommands.helpers import ModuleInfo
 
 
 pyfalog = Logger(__name__)
@@ -68,6 +64,9 @@ class EfsPort:
 
         if propID is None:
             return None
+        from gui.fitCommands.calc.module.localAdd import CalcAddLocalModuleCommand
+        from gui.fitCommands.calc.module.localRemove import CalcRemoveLocalModulesCommand
+        from gui.fitCommands.helpers import ModuleInfo
         cmd = CalcAddLocalModuleCommand(fitID, ModuleInfo(itemID=propID))
         cmd.Do()
         if cmd.needsGuiRecalc:
@@ -137,6 +136,7 @@ class EfsPort:
                     EfsPort.attrDirectMap(["reloadTime"], stats, mod)
                     c = mod.charge
                     if c:
+                        from gui.fitCommands.calc.module.changeCharges import CalcChangeModuleChargesCommand
                         sFit.recalc(fit)
                         CalcChangeModuleChargesCommand(
                             fit.ID,

service/port/eft.py

@@ -33,7 +33,6 @@ from eos.saveddata.fit import Fit
 from eos.saveddata.implant import Implant
 from eos.saveddata.module import Module
 from eos.saveddata.ship import Ship
-from gui.fitCommands.helpers import activeStateLimit
 from service.const import PortEftOptions
 from service.fit import Fit as svcFit
 from service.market import Market
@@ -48,6 +47,8 @@ SLOT_ORDER = (FittingSlot.LOW, FittingSlot.MED, FittingSlot.HIGH, FittingSlot.RI
 OFFLINE_SUFFIX = '/offline'
 NAME_CHARS = r'[^,/\[\]]'  # Characters which are allowed to be used in name
 
+from service.port.active_state import activeStateLimit
+
 
 class MutationExportData:
 

service/port/esi.py

@@ -31,7 +31,6 @@ from eos.saveddata.fighter import Fighter
 from eos.saveddata.fit import Fit
 from eos.saveddata.module import Module
 from eos.saveddata.ship import Ship
-from gui.fitCommands.helpers import activeStateLimit
 from service.fit import Fit as svcFit
 from service.market import Market
 
@@ -161,6 +160,7 @@ def exportESI(ofit, exportCharges, exportImplants, exportBoosters, callback):
 
 
 def importESI(string):
+    from gui.fitCommands.helpers import activeStateLimit
 
     sMkt = Market.getInstance()
     fitobj = Fit()

service/port/port.py

@@ -38,7 +38,6 @@ from service.port.eft import (
     isValidImplantImport, isValidBoosterImport)
 from service.port.esi import exportESI, importESI
 from service.port.multibuy import exportMultiBuy
-from service.port.shipstats import exportFitStats
 from service.port.xml import importXml, exportXml
 from service.port.muta import parseMutant, parseDynamicItemString, fetchDynamicItem
 
@@ -195,10 +194,14 @@ class Port:
         # TODO: catch the exception?
         # activeFit is reserved?, bufferStr is unicode? (assume only clipboard string?
         sFit = svcFit.getInstance()
+        if sFit.character is None:
+            from eos.saveddata.character import Character as saveddata_Character
+            sFit.character = saveddata_Character.getAll5()
         importType, makesNewFits, importData = Port.importAuto(bufferStr, activeFit=activeFit)
 
         if makesNewFits:
-            for fit in importData:
+            fits = [f for f in importData if f is not None]
+            for fit in fits:
                 fit.character = sFit.character
                 fit.damagePattern = sFit.pattern
                 fit.targetProfile = sFit.targetProfile
@@ -208,6 +211,7 @@ class Port:
                     useCharImplants = sFit.serviceFittingOptions["useCharacterImplantsByDefault"]
                     fit.implantLocation = ImplantLocation.CHARACTER if useCharImplants else ImplantLocation.FIT
                 db.save(fit)
+            return importType, fits
         return importType, importData
 
     @classmethod
@@ -341,4 +345,5 @@ class Port:
 
     @staticmethod
     def exportFitStats(fit, callback=None):
-        return exportFitStats(fit, callback=callback)
+        from service.port.shipstats import exportFitStats as _exportFitStats
+        return _exportFitStats(fit, callback=callback)

service/port/xml.py

@@ -32,7 +32,6 @@ from eos.saveddata.fighter import Fighter
 from eos.saveddata.fit import Fit
 from eos.saveddata.module import Module
 from eos.saveddata.ship import Ship
-from gui.fitCommands.helpers import activeStateLimit
 from service.fit import Fit as svcFit
 from service.market import Market
 from service.port.muta import renderMutantAttrs, parseMutantAttrs
@@ -155,6 +154,7 @@ def _resolve_module(hardware, sMkt, b_localized):
 
 
 def importXml(text, progress):
+    from gui.fitCommands.helpers import activeStateLimit
     from .port import Port
     sMkt = Market.getInstance()
     doc = xml.dom.minidom.parseString(text)

service/price.py

@@ -24,7 +24,6 @@ import timeit
 from itertools import chain
 
 import math
-import wx
 from logbook import Logger
 
 from eos import db
@@ -51,6 +50,8 @@ class Price:
     sources = {}
 
     def __init__(self):
+        # Import market sources so they register; avoid at module level so server path never loads them
+        from service.marketSources import evemarketdata, fuzzwork, cevemarket, evetycoon  # noqa: F401
         # Start price fetcher
         self.priceWorkerThread = PriceWorkerThread()
         self.priceWorkerThread.daemon = True
@@ -253,6 +254,7 @@ class PriceWorkerThread(threading.Thread):
             if len(requests) > 0:
                 Price.fetchPrices(requests, fetchTimeout, validityOverride)
 
+            import wx
             wx.CallAfter(callback)
             queue.task_done()
 
@@ -273,7 +275,3 @@ class PriceWorkerThread(threading.Thread):
 
     def stop(self):
         self.running = False
-
-
-# Import market sources only to initialize price source modules, they register on their own
-from service.marketSources import evemarketdata, fuzzwork, cevemarket, evetycoon  # noqa: E402

service/settings.py

@@ -24,7 +24,6 @@ import urllib.error
 import urllib.parse
 import json
 from collections import namedtuple
-import wx
 
 from logbook import Logger
 
@@ -582,6 +581,7 @@ class LocaleSettings:
     @classmethod
     def supported_languages(cls):
         """Requires the application to be initialized, otherwise wx.Translation isn't set."""
+        import wx
         pyfalog.info(f'using "{config.CATALOG}" to fetch languages, relatively base path "{os.getcwd()}"')
         return {x: wx.Locale.FindLanguageInfo(x) for x in wx.Translations.Get().GetAvailableTranslations(config.CATALOG)}
 

tests/test_pyfa_sim.py

@@ -0,0 +1,46 @@
+import os
+import sys
+import tempfile
+
+
+script_dir = os.path.dirname(os.path.abspath(__file__))
+sys.path.append(os.path.realpath(os.path.join(script_dir, "..")))
+
+from scripts import pyfa_sim  # noqa: E402
+
+
+ISHTAR_SPIDER_FIT = """[Ishtar, Spider]
+
+Capacitor Power Relay II
+Drone Damage Amplifier II
+Explosive Armor Hardener II
+Multispectrum Energized Membrane II
+Reactive Armor Hardener
+Shadow Serpentis EM Armor Hardener
+
+Cap Recharger II
+Omnidirectional Tracking Link II, Tracking Speed Script
+Medium Compact Pb-Acid Cap Battery
+Republic Fleet Large Cap Battery
+
+Medium Remote Armor Repairer II
+Medium Remote Armor Repairer II
+Medium Remote Armor Repairer II
+Medium Remote Armor Repairer II
+
+Medium Explosive Armor Reinforcer II
+Medium Thermal Armor Reinforcer II
+
+
+Valkyrie II x5
+Berserker II x5
+"""
+
+
+def test_ishtar_spider_remote_armor_reps():
+    payload = {"fit": ISHTAR_SPIDER_FIT}
+    with tempfile.TemporaryDirectory(ignore_cleanup_errors=True) as tmp:
+        data = pyfa_sim.compute_stats(payload, tmp)
+        armor_rps = data["remote_reps_outgoing"]["current"]["armor"]
+        assert armor_rps is not None
+        assert int(round(armor_rps)) == 171

uv.lock

@@ -159,6 +159,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/0a/4c/925909008ed5a988ccbb72dcc897407e5d6d3bd72410d69e051fc0c14647/charset_normalizer-3.4.4-py3-none-any.whl", hash = "sha256:7a32c560861a02ff789ad905a2fe94e3f840803362c84fecf1851cb4cf3dc37f", size = 53402, upload-time = "2025-10-14T04:42:31.76Z" },
 ]
 
+[[package]]
+name = "colorama"
+version = "0.4.6"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/d8/53/6f443c9a4a8358a93a6792e2acffb9d9d5cb0a5cfd8802644b7b1c9a02e4/colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44", size = 27697, upload-time = "2022-10-25T02:36:22.414Z" }
+wheels = [
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@@ -634,6 +661,11 @@ dependencies = [
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+[package.optional-dependencies]
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     { name = "packaging", specifier = "==23.2" },
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+provides-extras = ["dev"]
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